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Pedersen SC, Snipes CCG, Carter RT, Müller R. The Scutulum and the Pre-Auricular Aponeurosis in Bats. J Morphol 2024; 285:e70006. [PMID: 39529233 DOI: 10.1002/jmor.70006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 10/16/2024] [Accepted: 10/21/2024] [Indexed: 11/16/2024]
Abstract
The external ear in eutherian mammals is composed of the annular, auricular (pinna), and scutellar cartilages. The latter extends between the pinnae, across the top of the head, and lies at the intersection of numerous auricular muscles and is thought to be a sesamoid element. In bats, this scutulum consists of two distinct regions, (1) a thin squama that is in contact with the underlying temporalis fascia and (2) a lateral bossed portion that is lightly tethered to the medial surface of the pinna. The planar size, shape, and proportions of the squama vary by taxa, as does the relative size and thickness of the boss. The origins, insertions, and relative functions of the auricular muscles are complicated. Here, 30 muscles were tallied as to their primary attachment to the pinnae, scutula, or a pre-auricular musculo-aponeurotic plate that is derived from the epicranius. In contrast to Yangochiroptera, the origins and insertions of many auricular muscles have shifted from the scutulum to this aponeurotic plate, in both the Rhinolophidae and Hipposideridae. We propose that this functional shift is a derived character related primarily to the rapid translations and rotations of the pinna in high-duty-cycle rhinolophid and hipposiderid bats.
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Affiliation(s)
- Scott C Pedersen
- Department of Biology and Microbiology, South Dakota State University, Brookings, South Dakota, USA
| | - Chelsie C G Snipes
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, Illinois, USA
| | - Richard T Carter
- Department of Biological Sciences, East Tennessee State University, Johnson City, Tennessee, USA
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia, USA
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2
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Capshaw G, Brown AD, Peña JL, Carr CE, Christensen-Dalsgaard J, Tollin DJ, Womack MC, McCullagh EA. The continued importance of comparative auditory research to modern scientific discovery. Hear Res 2023; 433:108766. [PMID: 37084504 PMCID: PMC10321136 DOI: 10.1016/j.heares.2023.108766] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/23/2023] [Accepted: 04/05/2023] [Indexed: 04/23/2023]
Abstract
A rich history of comparative research in the auditory field has afforded a synthetic view of sound information processing by ears and brains. Some organisms have proven to be powerful models for human hearing due to fundamental similarities (e.g., well-matched hearing ranges), while others feature intriguing differences (e.g., atympanic ears) that invite further study. Work across diverse "non-traditional" organisms, from small mammals to avians to amphibians and beyond, continues to propel auditory science forward, netting a variety of biomedical and technological advances along the way. In this brief review, limited primarily to tetrapod vertebrates, we discuss the continued importance of comparative studies in hearing research from the periphery to central nervous system with a focus on outstanding questions such as mechanisms for sound capture, peripheral and central processing of directional/spatial information, and non-canonical auditory processing, including efferent and hormonal effects.
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Affiliation(s)
- Grace Capshaw
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.
| | - Andrew D Brown
- Department of Speech and Hearing Sciences, University of Washington, Seattle, WA 98105, USA
| | - José L Peña
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Catherine E Carr
- Department of Biology, University of Maryland, College Park, MD 20742, USA
| | | | - Daniel J Tollin
- Department of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; Department of Otolaryngology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Molly C Womack
- Department of Biology, Utah State University, Logan, UT 84322, USA.
| | - Elizabeth A McCullagh
- Department of Integrative Biology, Oklahoma State University, Stillwater, OK 74078, USA.
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3
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López-González C, Ocampo-Ramírez C. External Ears in Chiroptera: Form-Function Relationships in an Ecological Context. ACTA CHIROPTEROLOGICA 2022. [DOI: 10.3161/15081109acc2021.23.2.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Celia López-González
- Instituto Politécnico Nacional, CIIDIR Unidad Durango, Calle Sigma 119, Fracc. 20 de Noviembre II, Durango, Dgo. 34220, Mexico
| | - César Ocampo-Ramírez
- Instituto Politécnico Nacional, CIIDIR Unidad Durango, Calle Sigma 119, Fracc. 20 de Noviembre II, Durango, Dgo. 34220, Mexico
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4
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Keeley BW, Keeley ATH. Acoustic wave response to groove arrays in model ears. PLoS One 2021; 16:e0260020. [PMID: 34843500 PMCID: PMC8629259 DOI: 10.1371/journal.pone.0260020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 11/01/2021] [Indexed: 11/24/2022] Open
Abstract
Many mammals and some owls have parallel grooved structures associated with auditory structures that may be exploiting acoustic products generated by groove arrays. To test the hypothesis that morphological structures in the ear can manipulate acoustic information, we expose a series of similar-sized models with and without groove arrays to different sounds in identical conditions and compare their amplitude and frequency responses. We demonstrate how two different acoustic signals are uniquely influenced by the models. Depending on multiple factors (i.e., array characteristics, acoustic signal used, and distance from source) the presence of an array can increase the signal strength of select spectral components when compared to a model with no array. With few exceptions, the models with arrays increased the total amplitude of acoustic signals over that of the smooth model at all distances we tested up to 160 centimeters. We conclude that the ability to uniquely alter the signal based on an array’s characteristics is evolutionarily beneficial and supports the concept that different species have different array configurations associated with their biological needs.
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Affiliation(s)
- Brian W. Keeley
- Miridae, Sacramento, California, United States of America
- * E-mail:
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5
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Yin X, Müller R. Integration of deep learning and soft robotics for a biomimetic approach to nonlinear sensing. NAT MACH INTELL 2021. [DOI: 10.1038/s42256-021-00330-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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6
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Ma X, Zhang S, Dong Z, Lu H, Li J, Zhou W. Special acoustical role of pinna simplifying spatial target localization by the brown long-eared bat Plecotus auritus. Phys Rev E 2020; 102:040401. [PMID: 33212656 DOI: 10.1103/physreve.102.040401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 09/29/2020] [Indexed: 11/07/2022]
Abstract
Echolocating bats locate a target by sonar. The performance of this system is related to the shape of the binaural conformation in bats. From numerical predictions, it was found that in a central frequency band, the orientation of a strong sidelobe is shifted nearly linearly in the vertical direction. Inspired by this, the authors built an accurate wide-scope elevation estimation system by constructing a pair of erect artificial pinnae and realized simultaneous elevation and azimuth estimation by constructing a pair of orthogonal pinnae. By demonstrating the simplicity of spatial target echolocation, the authors showed that only two independent single-output neural networks were needed for either elevation or azimuth estimation. This method could be applied to imitate any other mammal species with similar pinna directivity patterns to facilitate and improve an artificial echolocation system.
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Affiliation(s)
- Xin Ma
- School of Information Science and Engineering, Shandong University, Qingdao, Shandong 266237, China.,Shenzhen Research Institute, Shandong University, Shenzhen, Guangdong 518057, China
| | - Sen Zhang
- School of Information Science and Engineering, Shandong University, Qingdao, Shandong 266237, China
| | - Zheng Dong
- School of Information Science and Engineering, Shandong University, Qingdao, Shandong 266237, China
| | - Hongwang Lu
- School of Physics, Shandong University, Jinan, Shandong 250100, China
| | - Jinke Li
- Department of Mathematics, University of Kansas, Lawrence, Kansas 66045, USA
| | - Weidong Zhou
- School of Microelectronics, Shandong University, Jinan, Shandong 250101, China
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7
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Stannard HJ, Dennington K, Old JM. The external ear morphology and presence of tragi in Australian marsupials. Ecol Evol 2020; 10:9853-9866. [PMID: 33005349 PMCID: PMC7520188 DOI: 10.1002/ece3.6634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 07/08/2020] [Accepted: 07/14/2020] [Indexed: 11/29/2022] Open
Abstract
Multiple studies have described the anatomy and function of the external ear (pinna) of bats, and other placental mammals, however, studies of marsupial pinna are largely absent. In bats, the tragus appears to be especially important for locating and capturing insect prey. In this study, we aimed to investigate the pinnae of Australian marsupials, with a focus on the presence/absence of tragi and how they may relate to diet. We investigated 23 Australian marsupial species with varying diets. The pinnae measurements (scapha width, scapha length) and tragi (where present) were measured. The interaural distance and body length were also recorded for each individual. Results indicated that all nectarivorous, carnivorous, and insectivorous species had tragi with the exception of the insectivorous striped possum (Dactylopsila trivirgata), numbat (Myrmecobius fasciatus), and nectarivorous sugar glider (Petaurus breviceps). No herbivorous or omnivorous species had tragi. Based on the findings in this study, and those conducted on placental mammals, we suggest marsupials use tragi in a similar way to placentals to locate and target insectivorous prey. The Tasmanian devil (Sarcophilus harrisii) displayed the largest interaural distance that likely aids in better localization and origin of noise associated with prey detection. In contrast, the smallest interaural distance was exhibited by a macropod. Previous studies have suggested the hearing of macropods is especially adapted to detect warnings of predators made by conspecifics. While the data in this study demonstrate a diversity in pinnae among marsupials, including presence and absence of tragi, it suggests that there is a correlation between pinna structure and diet choice among marsupials. A future study should investigate a larger number of individuals and species and include marsupials from Papua New Guinea, and Central and South America as a comparison.
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Affiliation(s)
- Hayley J. Stannard
- School of Animal and Veterinary SciencesCharles Sturt UniversityWagga WaggaNSWAustralia
| | - Kathryn Dennington
- School of Science and HealthHawkesbury CampusWestern Sydney UniversityPenrithNSWAustralia
| | - Julie M. Old
- School of Science and HealthHawkesbury CampusWestern Sydney UniversityPenrithNSWAustralia
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8
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Nemati H, Dehghan-Niri E. The acoustic near-field measurement of aye-ayes' biological auditory system utilizing a biomimetic robotic tap-scanning. BIOINSPIRATION & BIOMIMETICS 2020; 15:056003. [PMID: 32485699 DOI: 10.1088/1748-3190/ab98de] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The aye-aye (Daubentonia madagascariensis) is best known for its unique acoustic-based foraging behavior called 'tap-scanning' or 'percussive foraging'. The tap-scanning is a unique behavior allowing aye-aye to locate small cavities beneath tree bark and extract wood-boring larvae from it. The tap-scanning requires the animal auditory system to have exceptional acoustic near-field sensitivity. This paper has experimentally investigated the effects of external pinna in the acoustic sensing and detection capabilities of aye-ayes. To experimentally evaluate the effects of external ear (pinna) of the aye-aye, the tap-scanning process was simulated using a robotic arm. A pinna was 3D printed using a CT scan obtained from a carcass. The pinna's effect on the acoustic near-field has been evaluated in time and frequency domains for simulated tap-scanning with the pinna in upright and cupped positions. This idea originates from behavioral observations of the aye-aye using its ears in this way. The results suggest that the aye-aye can substantially enhance its acoustic near-field sensitivity through a cupped conformation during tap-scanning. Three phenomena contribute to this substantial enhancement of the acoustic near-field: (i) a considerable increase in the signal-to-noise ratio, (ii) the creation of a focal area and potentially a focal point to increase the spatial resolution, and (iii) an increase in the receiver peak frequency by changing near-field beam pattern for higher frequencies that can result in greater sensitivity due to a smaller wavelength.
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Affiliation(s)
- Hamidreza Nemati
- Department of Civil Engineering, Intelligent Structures and Nondestructive Evaluation (ISNDE) Laboratory, New Mexico State University (NMSU), Las Cruces, United States of America
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9
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Kloepper LN, Branstetter BK. The effect of jamming stimuli on the echolocation behavior of the bottlenose dolphin, Tursiops truncatus. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2019; 145:1341. [PMID: 31067932 DOI: 10.1121/1.5093636] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 02/22/2019] [Indexed: 06/09/2023]
Abstract
Echolocating bats and odontocetes face the potential challenge of acoustic interference from neighbors, or sonar jamming. To counter this, many bat species have adapted jamming avoidance strategies to improve signal detection, but any such avoidance strategies in dolphins is unknown. This study provides an investigation into whether dolphins modify echolocation behavior during jamming scenarios. Recorded echolocation clicks were projected at different click repetition rates and at different aspect angles relative to two dolphins' heads while each dolphin was performing a target detection task. Changes in the timing, amplitude, and frequency of structure of the dolphin's emitted signals were compared to determine if and how dolphins modify echolocation when faced with potentially interfering conspecific echolocation signals. The results indicate that both dolphins demonstrated different responses when faced with jamming scenarios, which may reflect optimal strategies according to individual auditory perception abilities.
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Affiliation(s)
- Laura N Kloepper
- Department of Biology, Saint Mary's College, Notre Dame, Indiana 46556, USA
| | - Brian K Branstetter
- National Marine Mammal Foundation, 2240 Shelter Island Drive, #200, San Diego, California 92106, USA
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10
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Gupta AK, Webster D, Müller R. Entropy analysis of frequency and shape change in horseshoe bat biosonar. Phys Rev E 2018; 97:062402. [PMID: 30011434 DOI: 10.1103/physreve.97.062402] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Indexed: 11/07/2022]
Abstract
Echolocating bats use ultrasonic pulses to collect information about their environments. Some of this information is encoded at the baffle structures-noseleaves (emission) and pinnae (reception)-that act as interfaces between the bats' biosonar systems and the external world. The baffle beam patterns encode the direction-dependent sensory information as a function of frequency and hence represent a view of the environment. To generate diverse views of the environment, the bats can vary beam patterns by changes to (1) the wavelengths of the pulses or (2) the baffle geometries. Here we compare the variability in sensory information encoded by just the use of frequency or baffle shape dynamics in horseshoe bats. For this, we use digital and physical prototypes of both noseleaf and pinnae. The beam patterns for all prototypes were either measured or numerically predicted. Entropy was used as a measure to compare variability as a measure of sensory information encoding capacity. It was found that new information was acquired as a result of shape dynamics. Furthermore, the overall variability available for information encoding was similar in the case of frequency or shape dynamics. Thus, shape dynamics allows the horseshoe bats to generate diverse views of the environment in the absence of broadband biosonar signals.
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Affiliation(s)
- Anupam K Gupta
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Dane Webster
- School of Visual Arts, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA.,Shandong University-Virginia Tech International Laboratory, Shandong University, Jinan 250100, China
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11
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Keeley BW, Keeley ATH, Houlahan P. Ridge number in bat ears is related to both guild membership and ear length. PLoS One 2018; 13:e0200255. [PMID: 30044815 PMCID: PMC6059413 DOI: 10.1371/journal.pone.0200255] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2017] [Accepted: 06/22/2018] [Indexed: 11/23/2022] Open
Abstract
The ears of many mammals have a set of uniformly spaced horizontal ridges that form groove arrays. Contact of coherent waves (e.g. acoustic waves) with a series of slits or grooves causes diffraction, which produces constructive and destructive interference patterns. Increases in signal strength will occur but will depend on the frequencies involved, the groove number and their separations. Diffraction effects can happen for a wide range of frequencies and wavelengths, but no array can diffract wavelengths greater than twice the groove separation, and it is for those wavelengths comparable in size with the groove separation that the effects are greatest. For example, when ridges in bat ears are 1 mm apart, the strongest influence will occur for a 1 mm wavelength which corresponds to a frequency of 343 kHz. If bats could use these wavelengths, it would help them to resolve objects or surface textures of about 0.5 mm. Given how critical acoustics are for bat function, we asked whether bats may be taking advantage of diffraction effects generated by the grooves. We hypothesize that groove number varies with bat foraging strategy. Examining 120 species, we found that groove number is related to both guild and ear length. Bats in guilds that glean prey items from foliage or ground have on average more grooves than bats in other guilds. Harmonics generated by echolocation calls are the most likely source for the wavelengths that would correspond to the groove separations. We apply the physical principles of wave reflection, diffraction, and superposition to support the hypothesis that acoustic responses generated from grooves may be useful to bats. We offer an explanation why some bat species do not have grooves. We also discuss the presence of groove arrays in non-echolocating Chiropterans, and five additional mammalian orders.
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Affiliation(s)
- Brian W. Keeley
- School of Forestry, Northern Arizona University, Flagstaff, Arizona, United States of America
- * E-mail:
| | - Annika T. H. Keeley
- Department of Environmental Science, Policy, and Planning, University of California, Berkeley, Berkeley, California, United States of America
| | - Padraig Houlahan
- Department of Physics, Embry-Riddle Aeronautical University, Prescott, Arizona, United States of America
- Coconino Community College, Flagstaff, Arizona, United States of America
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12
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Yang L, Yu A, Müller R. Design of a dynamic sonar emitter inspired by hipposiderid bats. BIOINSPIRATION & BIOMIMETICS 2018; 13:056003. [PMID: 29916396 DOI: 10.1088/1748-3190/aacd5e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The ultrasonic emission of the biosonar systems of bats, such as Old World leaf-nosed bats (family Hipposideridae) and the related horseshoe bats (family Rhinolophidae), is characterized by a unique dynamics where baffle shapes ('noseleaves') deform while diffracting the outgoing wave packets. As of now, nothing comparable to this dynamics has been used in any related engineering application (e.g. sonar or radar). Prior work with simple concave baffle shapes has demonstrated the impact of the dynamics on the emission characteristics, but it has remained unclear whether this was simply due to the change in aperture size or also influenced by the geometrical shape detail. Hence, it has also remained unclear whether it would be possible to further enhance the time-variant effects reported so far through different static and dynamic geometries. To address this issue, we have created a dynamic emission baffle with biomimetic shape detail modeled after Pratt's roundleaf bats (Hipposideros pratti). The impact of the dynamic deformation of the shape on the time-variant emission characteristics was evaluated by virtue of the gradient magnitude and the entropy in the gradient orientation. The results have shown that the dynamics results in much larger gradients in signal representation, which change jointly over direction and time.
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Affiliation(s)
- Luhui Yang
- Department of Mechanical Engineering, Shandong University, 250100 Jinan, People's Republic of China. Department of Mechanical Engineering, Virgina Tech, Blacksburg, VA 24061, United States of America. Shandong University - Virginia Tech International Laboratory, Shandong University, 250100 Jinan, People's Republic of China
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13
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Müller R, Abaid N, Boreyko JB, Fowlkes C, Goel AK, Grimm C, Jung S, Kennedy B, Murphy C, Cushing ND, Han JP. Biodiversifying bioinspiration. BIOINSPIRATION & BIOMIMETICS 2018; 13:053001. [PMID: 29855430 DOI: 10.1088/1748-3190/aac96a] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Bioinspiration-using insights into the function of biological systems for the development of new engineering concepts-is already a successful and rapidly growing field. However, only a small portion of the world's biodiversity has thus far been considered as a potential source for engineering inspiration. This means that vast numbers of biological systems of potentially high value to engineering have likely gone unnoticed. Even more important, insights into form and function that reside in the evolutionary relationships across the tree of life have not yet received attention by engineers. These insights could soon become accessible through recent developments in disparate areas of research; in particular, advancements in digitization of museum specimens, methods to describe and analyze complex biological shapes, quantitative prediction of biological function from form, and analysis of large digital data sets. Taken together, these emerging capabilities should make it possible to mine the world's known biodiversity as a natural resource for knowledge relevant to engineering. This transformation of bioinspiration would be very timely in the development of engineering, because it could yield exactly the kind of insights that are needed to make technology more autonomous, adaptive, and capable of operation in complex environments.
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Affiliation(s)
- Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, United States of America
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14
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Müller R. Quantitative approaches to sensory information encoding by bat noseleaves and pinnae. CAN J ZOOL 2018. [DOI: 10.1139/cjz-2017-0117] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The biosonar systems of horseshoe bats (Rhinolophidae) and Old World round leaf-nosed bats (Hipposideridae) incorporate a pervasive dynamic at the interfaces for ultrasound emission (noseleaves) and reception (pinnae). Changes in the shapes of these structures alter the acoustic characteristics of the biosonar system and could hence influence the encoding of sensory information. The focus of the present work is on approaches that can be used to investigate the hypothesis that the interface dynamic effects sensory information encoding. Mutual information can be used as a metric to quantify the extent to which the different ultrasonic emission and reception characteristics (beampatterns) provide independent views of the environment. Two different quantitative approaches have been taken to evaluate the relationship between dynamically encoded additional sensory information and sensing performance in finding the direction of a biosonar target. The first approach is to determine an upper bound on the number of different directions that can be distinguished by virtue of distinct spectral signatures. The second approach is based on a lower bound (Cramér–Rao) on the variance of direction estimates. All these different metrics demonstrate that the peripheral dynamics seen in bats result in the encoding of additional sensory information that is suitable for enhancing biosonar performance.
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Affiliation(s)
- Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA; Shandong University – Virginia Tech International Laboratory, Shandong University, Jinan, People’s Republic of China
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA; Shandong University – Virginia Tech International Laboratory, Shandong University, Jinan, People’s Republic of China
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15
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Kloepper LN, Buck JR, Liu Y, Nachtigall PE. Off-axis targets maximize bearing Fisher Information in broadband active sonar. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2018; 143:EL43. [PMID: 29390769 DOI: 10.1121/1.5021709] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Broadband active sonar systems estimate range from time delay and velocity from Doppler shift. Relatively little attention has been paid to how the received echo spectrum encodes information about the bearing of an object. This letter derives the bearing Fisher Information encoded in the frequency dependent transmitter beampattern. This leads to a counter-intuitive result: directing the sonar beam so that a target of interest is slightly off-axis maximizes the bearing information about the target. Beam aim data from a dolphin biosonar experiment agree closely with the angle predicted to maximize bearing information.
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Affiliation(s)
- Laura N Kloepper
- Department of Biology, Saint Mary's College, Notre Dame, Indiana 46556, USA
| | - John R Buck
- ECE Department, University of Massachusetts Dartmouth, Dartmouth, Massachusetts 02747, USA ;
| | - Yang Liu
- ECE Department, University of Massachusetts Dartmouth, Dartmouth, Massachusetts 02747, USA ;
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16
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Müller R, Gupta AK, Zhu H, Pannala M, Gillani US, Fu Y, Caspers P, Buck JR. Dynamic Substrate for the Physical Encoding of Sensory Information in Bat Biosonar. PHYSICAL REVIEW LETTERS 2017; 118:158102. [PMID: 28452520 DOI: 10.1103/physrevlett.118.158102] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Indexed: 06/07/2023]
Abstract
Horseshoe bats have dynamic biosonar systems with interfaces for ultrasonic emission (reception) that change shape while diffracting the outgoing (incoming) sound waves. An information-theoretic analysis based on numerical and physical prototypes shows that these shape changes add sensory information (mutual information between distant shape conformations <20%), increase the number of resolvable directions of sound incidence, and improve the accuracy of direction finding. These results demonstrate that horseshoe bats have a highly effective substrate for dynamic encoding of sensory information.
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Affiliation(s)
- Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Anupam K Gupta
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Hongxiao Zhu
- Department of Statistics, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Mittu Pannala
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Uzair S Gillani
- Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Yanqing Fu
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Philip Caspers
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - John R Buck
- Electrical and Computer Engineering Department, University of Massachusetts Dartmouth, Dartmouth, Massachusetts 02747, USA
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17
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Gilani US, Müller R. An assessment of the direction-finding accuracy of bat biosonar beampatterns. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2016; 139:569-580. [PMID: 26936541 DOI: 10.1121/1.4940667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
In the biosonar systems of bats, emitted acoustic energy and receiver sensitivity are distributed over direction and frequency through beampattern functions that have diverse and often complicated geometries. This complexity could be used by the animals to determine the direction of incoming sounds based on spectral signatures. The present study has investigated how well bat biosonar beampatterns are suited for direction finding using a measure of the smallest estimator variance that is possible for a given direction [Cramér-Rao lower bound (CRLB)]. CRLB values were estimated for numerical beampattern estimates derived from 330 individual shape samples, 157 noseleaves (used for emission), and 173 outer ears (pinnae). At an assumed 60 dB signal-to-noise ratio, the average value of the CRLB was 3.9°, which is similar to previous behavioral findings. Distribution for the CRLBs in individual beampatterns had a positive skew indicating the existence of regions where a given beampattern does not support a high accuracy. The highest supported accuracies were for direction finding in elevation (with the exception of phyllostomid emission patterns). No large, obvious differences in the CRLB (greater 2° in the mean) were found between the investigated major taxonomic groups, suggesting that different bat species have access to similar direction-finding information.
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Affiliation(s)
- Uzair S Gilani
- Department of Electrical and Computer Engineering, Virginia Tech, 1075 Life Science Circle, Blacksburg, Virginia 24061, USA
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, 1075 Life Science Circle, Blacksburg, Virginia 24061, USA
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Caspers P, Müller R. Eigenbeam analysis of the diversity in bat biosonar beampatterns. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 137:1081-1087. [PMID: 25786923 DOI: 10.1121/1.4908562] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A quantitative analysis of the interspecific variability in bat biosonar beampatterns has been carried out on 267 numerical predictions of emission and reception beampatterns from 98 different species. Since these beampatterns did not share a common orientation, an alignment was necessary to analyze the variability in the shape of the patterns. To achieve this, beampatterns were aligned using a pairwise optimization framework based on a rotation-dependent cost function. The sum of the p-norms between beam-gain functions across frequency served as a figure of merit. For a representative subset of the data, it was found that all pairwise beampattern alignments resulted in a unique global minimum. This minimum was found to be contained in a subset of all possible beampattern rotations that could be predicted by the overall beam orientation. Following alignment, the beampatterns were decomposed into principal components. The average beampattern consisted of a symmetric, positionally static single lobe that narrows and became progressively asymmetric with increasing frequency. The first three "eigenbeams" controlled the beam width of the beampattern across frequency while higher rank eigenbeams account for symmetry and lobe motion. Reception and emission beampatterns could be distinguished (85% correct classification) based on the first 14 eigenbeams.
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Affiliation(s)
- Philip Caspers
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061
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Motamedi M, Müller R. Characterization of the diversity in bat biosonar beampatterns with spherical harmonics power spectra. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2014; 135:3613-3619. [PMID: 24916408 DOI: 10.1121/1.4874595] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The biosonar beampatterns found across different bat species are highly diverse in terms of global and local shape properties such as overall beamwidth or the presence, location, and shape of multiple lobes. It may be hypothesized that some of this variability reflects evolutionary adaptation. To investigate this hypothesis, the present work has searched for patterns in the variability across a set of 283 numerical predictions of emission and reception beampatterns from 88 bat species belonging to four major families (Rhinolophidae, Hipposideridae, Phyllostomidae, Vespertilionidae). This was done using a lossy compression of the beampatterns that utilized real spherical harmonics as basis functions. The resulting vector representations showed differences between the families as well as between emission and reception. These differences existed in the means of the power spectra as well as in their distribution. The distributions were characterized in a low dimensional space found through principal component analysis. The distinctiveness of the beampatterns across the groups was corroborated by pairwise classification experiments that yielded correct classification rates between ~85 and ~98%. Beamwidth was a major factor but not the sole distinguishing feature in these classification experiments. These differences could be seen as an indication of adaptive trends at the beampattern level.
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Affiliation(s)
- Mohammad Motamedi
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061
| | - Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24061
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Feng L, Li Y, Lu H. Dynamic behavioral strategies during sonar signal emission in roundleaf bats. Physiol Behav 2013; 122:172-7. [DOI: 10.1016/j.physbeh.2013.08.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2012] [Accepted: 08/30/2013] [Indexed: 11/30/2022]
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Pannala M, Meymand SZ, Müller R. Interplay of static and dynamic features in biomimetic smart ears. BIOINSPIRATION & BIOMIMETICS 2013; 8:026008. [PMID: 23660408 DOI: 10.1088/1748-3182/8/2/026008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Horseshoe bats (family Rhinolophidae) have sophisticated biosonar systems with outer ears (pinnae) that are characterized by static local shape features as well as dynamic non-rigid changes to their overall shapes. Here, biomimetic prototypes fabricated from elastic rubber sheets have been used to study the impact of these static and dynamic features on the acoustic device characteristics. The basic shape of the prototypes was an obliquely truncated horn augmented with three static local shape features: vertical ridge, pinna-rim incision and frontal flap (antitragus). The prototype shape was deformed dynamically using a one-point actuation mechanism to produce a biomimetic bending of the prototype's tip. In isolation, the local shape features had little impact on the device beampattern. However, strong interactions were observed between these features and the overall deformation. The further the prototype tip was bent down, the stronger the beampatterns associated with combinations of multiple features differed from the upright configuration in the prominence of sidelobes. This behavior was qualitatively similar to numerical predictions for horseshoe bats. Hence, the interplay between static and dynamic features could be a bioinspired principle for affecting large changes through the dynamic manipulations of interactions that are sensitive to small geometrical changes.
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Affiliation(s)
- Mittu Pannala
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA.
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Meymand SZ, Pannala M, Müller R. Characterization of the time-variant behavior of a biomimetic beamforming baffle. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2013; 133:1141-1150. [PMID: 23363130 DOI: 10.1121/1.4773272] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Horseshoe bats can actively change the shapes of their noseleaves and outer ears on time scales that are comparable to the duration of the biosonar pulses and echoes. When the shape deformations and the emission or reception of the ultrasonic signals overlap in time, the result is a time-variant diffraction process. Such a dynamic process provides additional flexibility that could potentially be used to enhance the encoding of sensory information. However, such a function remains hypothetical at present. To investigate the time-variant properties of deforming baffles such as the outer ears of horseshoe bats, the acoustic behavior of a biomimetic microphone baffle modeled on these biological structures has been investigated. The methods employed to characterize this device included representations in the time-delay domain as well as in the time-frequency domain. It was found that characterization methods which do not employ Fourier transforms revealed even more substantial time-variant effects than were apparent from time-frequency domain characterizations such as beampatterns obtained for different times in the deformation cycle. Furthermore, conspicuous correlates of asymmetries in the time-variant physical shapes were found in some characterizations that could be used to link dynamic baffle geometry with acoustic behavior.
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Feng L, Gao L, Lu H, Müller R. Noseleaf dynamics during pulse emission in horseshoe bats. PLoS One 2012; 7:e34685. [PMID: 22574110 PMCID: PMC3344818 DOI: 10.1371/journal.pone.0034685] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2011] [Accepted: 03/08/2012] [Indexed: 11/18/2022] Open
Abstract
Horseshoe bats emit their biosonar pulses nasally and diffract the outgoing ultrasonic waves by conspicuous structures that surrounded the nostrils. Here, we report quantitative experimental data on the motion of a prominent component of these structures, the anterior leaf, using synchronized laser Doppler vibrometry and acoustic recordings in the greater horseshoe bat (Rhinolophus ferrumequinum). The vibrometry data has demonstrated non-random motion patterns in the anterior leaf. In these patterns, the outer rim of the walls of the anterior leaf twitches forward and inwards to decrease the aperture of the noseleaf and increase the curvature of its surfaces. Noseleaf displacements were correlated with the emitted ultrasonic pulses. After their onset, the inward displacements increased monotonically towards their maximum value which was always reached within the duration of the biosonar pulse, typically towards its end. In other words, the anterior leaf's surfaces were moving inwards during most of the pulse. Non-random motions were not present in all recorded pulse trains, but could apparently be switched on or off. Such switches happened between sequences of consecutive pulses but were never observed between individual pulses within a sequence. The amplitudes of the emitted biosonar pulse and accompanying noseleaf movement were not correlated in the analyzed data set. The measured velocities of the noseleaf surface were too small to induce Doppler shifts of a magnitude with a likely significance. However, the displacement amplitudes were significant in comparison with the overall size of the anterior leaf and the sound wavelengths. These results indicate the possibility that horseshoe bats use dynamic sensing principles on the emission side of their biosonar system. Given the already available evidence that such mechanisms exist for biosonar reception, it may be hypothesized that time-variant mechanisms play a pervasive role in the biosonar sensing of horseshoe bats.
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Affiliation(s)
- Lin Feng
- SDU-VT International Laboratory, School of Physics, Shandong University, Jinan, Shandong, China
| | - Li Gao
- SDU-VT International Laboratory, School of Physics, Shandong University, Jinan, Shandong, China
| | - Hongwang Lu
- SDU-VT International Laboratory, School of Physics, Shandong University, Jinan, Shandong, China
| | - Rolf Müller
- SDU-VT International Laboratory, School of Physics, Shandong University, Jinan, Shandong, China
- Department of Mechanical Engineering, Virginia Tech, Danville, Virginia, United States of America
- * E-mail:
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Kuc R. Echolocation with bat buzz emissions: model and biomimetic sonar for elevation estimation. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2012; 131:561-568. [PMID: 22280617 DOI: 10.1121/1.3664075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Just prior to capture the Buzz II emissions of some mouth-emitting bats, such as Eptesicus fuscus, are observed to exhibit spectra having multiple peaks. This paper proposes an echolocation strategy that uses such spectra with energy concentrated in specific frequency bands for determining target elevation. A biomimetic sonar was implemented to produce a tri-modal spectrum by driving a speaker with a signal rich in harmonics. The emission magnitudes at these harmonic frequencies measured as a function of elevation in the zero-azimuth plane form distinct beams. A template was formed from the ratio of the first harmonic and fundamental magnitudes to determine elevation. The elevation estimator exhibited a sub-degree accuracy (SD = 0.4° over a 20° interval centered at the elevation at which these two beams intersect in the zero-azimuth plane. Spectral cues from -40° to +10° elevation allow a qualitative non-linear control of sonar orientation to drive the target to the beam-intersection point where quantitative elevation estimates are available.
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Affiliation(s)
- Roman Kuc
- Intelligent Sensors Laboratory, Department of Electrical Engineering, Yale University, New Haven, Connecticut 06520-8284, USA.
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Gao L, Balakrishnan S, He W, Yan Z, Müller R. Ear deformations give bats a physical mechanism for fast adaptation of ultrasonic beam patterns. PHYSICAL REVIEW LETTERS 2011; 107:214301. [PMID: 22181884 DOI: 10.1103/physrevlett.107.214301] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2011] [Indexed: 05/31/2023]
Abstract
A large number of mammals, including humans, have intricate outer ear shapes that diffract incoming sound in a direction- and frequency-specific manner. Through this physical process, the outer ear shapes encode sound-source information into the sensory signals from each ear. Our results show that horseshoe bats could dynamically control these diffraction processes through fast nonrigid ear deformations. The bats' ear shapes can alter between extreme configurations in about 100 ms and thereby change their acoustic properties in ways that would suit different acoustic sensing tasks.
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Affiliation(s)
- Li Gao
- School of Physics, Shandong University, Jinan, China
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Ma J, Müller R. A method for characterizing the biodiversity in bat pinnae as a basis for engineering analysis. BIOINSPIRATION & BIOMIMETICS 2011; 6:026008. [PMID: 21555829 DOI: 10.1088/1748-3182/6/2/026008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
A quantitative analysis of the interspecific variability between beamforming baffle shapes in the biosonar system of bats is presented. The data set analyzed consisted of 100 outer ear (pinna) shapes from at least 59 species. A vector-space representation suitable for principal component analysis (PCA) was constructed by virtue of a transform of the pinna surfaces into cylindrical coordinates. The central axis of the cylindrical transform was found by minimizing a potential function. The shapes were aligned by means of their respective axes and their center of gravity. The average pinna of the sample was a symmetrical, obliquely truncated horn. The first seven eigenvalues accounted already for two-thirds of the variability around the mean, which indicates that most of the biodiversity in the bat pinna can be understood in a more low-dimensional space. The first three principal components show that most of the variability of the bat pinna sample is in terms of opening angle, left-right asymmetry, and selective changes in width at the top or the bottom of the pinna. The beampattern effects of these individual components have been characterized. These insights could be used to design bioinspired beamforming devices from the diversity in biosonar.
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Affiliation(s)
- Jianguo Ma
- SDU-VT International Laboratory, School of Physics, Shandong University, Shanda South Road 27, 250100 Jinan, People's Republic of China
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Reijniers J, Vanderelst D, Peremans H. Morphology-induced information transfer in bat sonar. PHYSICAL REVIEW LETTERS 2010; 105:148701. [PMID: 21230873 DOI: 10.1103/physrevlett.105.148701] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Revised: 08/25/2010] [Indexed: 05/30/2023]
Abstract
It has been argued that an important part of understanding bat echolocation comes down to understanding the morphology of the bat sound processing apparatus. In this Letter we present a method based on information theory that allows us to assess target localization performance of bat sonar, without a priori knowledge on the position, size, or shape of the reflecting target. We demonstrate this method using simulated directivity patterns of the frequency-modulated bat Micronycteris microtis. The results of this analysis indicate that the morphology of this bat's sound processing apparatus has evolved to be a compromise between sensitivity and accuracy with the pinnae and the noseleaf playing different roles.
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Affiliation(s)
- Jonas Reijniers
- Departement Biologie, Universiteit Antwerpen, B-2020 Antwerpen, Belgium
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Müller R. Numerical analysis of biosonar beamforming mechanisms and strategies in bats. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2010; 128:1414-1425. [PMID: 20815475 DOI: 10.1121/1.3365246] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Beamforming is critical to the function of most sonar systems. The conspicuous noseleaf and pinna shapes in bats suggest that beamforming mechanisms based on diffraction of the outgoing and incoming ultrasonic waves play a major role in bat biosonar. Numerical methods can be used to investigate the relationships between baffle geometry, acoustic mechanisms, and resulting beampatterns. Key advantages of numerical approaches are: efficient, high-resolution estimation of beampatterns, spatially dense predictions of near-field amplitudes, and the malleability of the underlying shape representations. A numerical approach that combines near-field predictions based on a finite-element formulation for harmonic solutions to the Helmholtz equation with a free-field projection based on the Kirchhoff integral to obtain estimates of the far-field beampattern is reviewed. This method has been used to predict physical beamforming mechanisms such as frequency-dependent beamforming with half-open resonance cavities in the noseleaf of horseshoe bats and beam narrowing through extension of the pinna aperture with skin folds in false vampire bats. The fine structure of biosonar beampatterns is discussed for the case of the Chinese noctule and methods for assessing the spatial information conveyed by beampatterns are demonstrated for the brown long-eared bat.
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Affiliation(s)
- Rolf Müller
- Department of Mechanical Engineering, Virginia Tech, Institute for Advanced Learning and Research, 150 Slayton Avenue, Danville, Virginia 24540, USA.
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Wang X, Müller R. Pinna-rim skin folds narrow the sonar beam in the lesser false vampire bat (Megaderma spasma). THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2009; 126:3311-3318. [PMID: 20000945 DOI: 10.1121/1.3257210] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
False vampire bats (genus Megaderma) employ active as well as passive biosonars. In the present work, the acoustic impact of a conspicuous feature of the animals' ear morphology, skin folds of the pinna rim linking the two pinnae at the midline, has been studied using a numerical approach. Automated methods have been devised to measure the largest width of the beam patterns irrespective of beam orientation. A total of six pinna shapes from three individuals have been studied. For all these shapes, it was found that the reception biosonar beams had approximately elliptic cross-sections with the largest beamwidth being on average almost twice as large as the beamwidth in the orthogonal direction. The directions of the largest beamwidths were scattered around the azimuthal dimension. Removal of the skin folds resulted in significant widening of the beams along their widest dimensions with an increase in beamwidth of 9.2 degrees (a 30% change) on average. The strength and repeatability of this effect across individuals suggest the hypothesis that skin folds are functionally relevant to the animals' biosonar system. It may be a morphological adaptation to biosonar tasks that benefit from a narrow beam such as the detection of faint sounds or precise localization.
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Affiliation(s)
- Xiaobin Wang
- School of Physics, Shandong University, Hongjia Lou 5, 250100 Jinan, China
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