Correction: López-Vilos et al. Clustering-Based Energy-Efficient Self-Healing Strategy for WSNs under Jamming Attacks. Sensors 2023, 23, 6894

In the published publication [...].

Clustering-Based Energy-Efficient Self-Healing Strategy for WSNs Under Jamming Attacks

The Internet of Things (IoT) is a key technology to interconnect the real and digital worlds, enabling the development of smart cities and services. The timely collection of data is essential for IoT services. In scenarios such as agriculture, industry, transportation, public safety, and health, wireless sensor networks (WSNs) play a fundamental role in fulfilling this task. However, WSNs are commonly deployed in sensitive and remote environments, thus facing the challenge of jamming attacks. Therefore, these networks need to have the ability to detect such attacks and adopt countermeasures to guarantee connectivity and operation. In this work, we propose a novel clustering-based self-healing strategy to overcome jamming attacks, in which we denominate fairness cooperation with power allocation (FCPA). The proposed strategy, aware of the presence of the jammer, clusters the network and designates a cluster head that acts as a sink node to collect information from its cluster. Then, the most convenient routes to overcome the jamming are identified and the transmit power is adjusted to the minimum value required to guarantee the reliability of each link. Finally, through the weighted use of the relays, the lifetime of each subnetwork is extended. To show the impact of each capability of FCPA, we compare it with multiple benchmarks that only partially possess these capabilities. In the proposal evaluation, we consider a WSN composed of 64 static nodes distributed in a square area. Meanwhile, to assess the impact of the jamming attack, we consider seven different locations of the attacker. All experiments started with each node's battery full and stopped after one of these batteries was depleted. In these scenarios, FCPA outperforms all other strategies by more than 50% of the information transmitted, due to the efficient use of relay power, through the weighted balance of cooperative routes. On average, FCPA permits 967,961 kb of information transmitted and 63% of residual energy, as energy efficiency, from all the analyzed scenarios. Additionally, the proposed clustering-based self-healing strategy adapts to the change of jammer location, outperforming the rest of the strategies in terms of information transmitted and energy efficiency in all evaluated scenarios.

Emerging MIMO Technologies for 6G Networks

The demand for wireless connectivity has grown exponentially over the last years. By 2030 there should be around 17 billion of mobile-connected devices, with monthly data traffic in the order of thousands of exabytes. Although the Fifth Generation (5G) communications systems present far more features than Fourth Generation (4G) systems, they will not be able to serve this growing demand and the requirements of innovative use cases. Therefore, Sixth Generation (6G) Networks are expected to support such massive connectivity and guarantee an increase in performance and quality of service for all users. To deal with such requirements, several technical issues need to be addressed, including novel multiple-antenna technologies. Then, this survey gives a concise review of the main emerging Multiple-Input Multiple-Output (MIMO) technologies for 6G Networks such as massive MIMO (mMIMO), extremely large MIMO (XL-MIMO), Intelligent Reflecting Surfaces (IRS), and Cell-Free mMIMO (CF-mMIMO). Moreover, we present a discussion on how some of the expected key performance indicators (KPIs) of some novel 6G Network use cases can be met with the development of each MIMO technology.

Energy Efficient Probabilistic Switching ON-OFF Operation in Multiantenna Cooperative Wireless Sensor Networks

The effective deployment of Internet of Things (IoT) applications such as smart cities, smart farming and smart transport systems must ensure the network robustness, scalability and longevity. Therefore, guaranteeing the successful delivery of information and extending the lifetime of the nodes that make up a wireless sensor network (WSN) are two essential aspects for IoT applications. This work evaluates the performance of a cooperative WSN by adopting two multiantenna schemes: antenna selection (AS) and beamforming transmission using the singular value decomposition (SVD) technique. In addition, cooperation is established according to an ON–OFF probability, so that the RF receiving circuits of the relays are activated in a probabilistic way, aiming at reducing the energy consumption of the sensors, extending their useful lifetime. Our main goal is to increase the amount of information effectively transmitted by the network, keeping an outage probability constraint. The results show that, when both techniques are used, there is a significant gain in the amount of information effectively transmitted by the network, with emphasis on the AS scheme at short transmission distances. By increasing the number of antennas, it was found that a lower ON–OFF probability is required, i.e., a trade-off is established between the nodes’ hardware complexity and their need for cooperation.

UAV Path Optimization for Precision Agriculture Wireless Sensor Networks

The use of monitoring sensors is increasingly present in the context of precision agriculture. Usually, these sensor nodes (SNs) alternate their states between periods of activation and hibernation to reduce battery usage. When employing unmanned aerial vehicles (UAVs) to collect data from SNs distributed over a large agricultural area, we must synchronize the UAV route with the activation period of each SN. In this article, we address the problem of optimizing the UAV path through all the SNs to reduce its flight time, while also maximizing the SNs' lifetime. Using the concept of timeslots for time base management combined with the idea of flight prohibition list, we propose an efficient algorithm for discovering and reconfiguring the activation time of the SNs. Experimental results were obtained through the development of our own simulator-UAV Simulator. These results demonstrate a considerable reduction in the distance traveled by the UAV and also in its flight time. In addition, the model provides a reduction in transmission time by SNs after reconfiguration, thus ensuring a longer lifetime for the SNs in the monitoring environment, as well as improving the freshness and continuity of the gathered data, which support the decision-making process.

Anthropometric characteristics and obesity among adolescents in the United Arab Emirates

Anthropometric measurements and the prevalence of overweight and obesity were studied in 661 adolescents aged 12-17 years from Dubai, United Arab Emirates. Mean values for height and weight increased steadily with age in both sexes. Mean values for waist circumference ranged from 70.8-76.6 cm in males and 64.0-68.8 cm in females. Hip circumference varied from 84.8-91.2 cm in males and 84.9-91.2 cm in females. Body mass index was generally higher in males than in females (range 21.9-23.6 kg/m2 and 19.8-24.1 kg/m2 respectively). The overall prevalence of overweight and obesity was 19.3% and 21.6% in males and 12.3% and 19.5% in females. This study confirms the high incidence of overweight and obesity in Dubai adolescents.

Effect of estradiol on expression of cytoskeletal proteins during spermatogenesis in testis of sexually mature rats

Earlier studies had shown that long term treatment with estradiol arrests spermatogenesis in adult male rats, at a dose of 0.1 mg/kg/day. The present study was therefore undertaken to ascertain the causes underlying the reduction in sperm counts by administering estradiol for a short term, at the dose of 0.1 mg/kg/day. Estradiol valerate was injected at a dose of 0.1 mg/kg/day, for a period of 10 days to one group of adult male rats, which were administered saline for 12 days prior to estradiol injection, and sacrificed after 22 days. The control group was administered saline for 22 days. The sera were analyzed for testosterone and FSH levels. One testis of each male was immersion fixed for histology, and for immunohistochemistry of two testicular cytoskeletal proteins, vimentin and vinculin. The contralateral testes were used for analysis of vimentin and vinculin gene expression by reverse transcriptase polymerase chain reaction (RTPCR) and western blotting. Another group exposed to estradiol for 10 days was injected with bromodeoxyuridine (BrdU), at a dose of 100 mg/kg/day, to ascertain the effect on germ cell proliferation, and sacrificed 12 days later, while estradiol treatment was continued till sacrifice. BrdU, at a dose of 100 mg/kg/day was injected i.p. to a group of control rats treated with saline for 10 days, and sacrificed 12 days later. The testes from both groups were immersion fixed for immunohistochemical detection of BrdU. Histology of estradiol treated testis showed predominance of tubules with round spermatids with accumulation of lipid droplets in Sertoli cell cytoplasm and decreased cell height, whereas controls showed elongating spermatids. BrdU immunolocalization in the testis, irrespective of treatment, indicated its incorporation in deoxyribonucleic acid (DNA) suggesting that estradiol sustained germ cell proliferation. Both vimentin and vinculin could be immunolocalized to the testis. The testicular levels of vimentin and vinculin, quantified after western blotting, were unaffected. The testicular expression of vimentin and vinculin seen by RTPCR was also unaffected. The study suggested that estradiol induced reduction in sperm counts was not due to adverse effects on proliferation. The observed predominance of seminiferous tubules showing round spermatids, accumulation of lipid droplets as compared to controls suggested that reduction in elongated spermatids occurred through reduced spermiation and phagocytosis. The study also suggested that reduction in Sertoli cell height after short-term estradiol treatment was not due to reduced expression of vimentin and vinculin, which could be maintained by estradiol. However, reduction in Sertoli cell height could have been due to suppression of FSH and testosterone, implicated in the polymerization of vimentin and organization of vinculin, two cytoskeletal proteins involved in inter-Sertoli or Sertoli-germ cell junctions. The study suggested that disorganization of Sertoli cell cytoskeleton and reduction in the volume of Sertoli cells could be an important factor for reduced efficiency of spermatogenesis after exposure to estrogenic molecules.

Atypical presentation of tuberculosis meningitis: a case report

A 19 year old woman presented with atypical symptoms of tuberculous meningitis. Meningitis is the most serious form of tuberculosis (TB) and it often presents with nonspecific signs and symptoms. Delayed diagnosis can result in rapid progression of neurological deficits and poor prognosis. Polymerase chain reaction and other nucleic acid amplification methods are becoming increasingly useful for the rapid detection of Mycobacterium tuberculosis in the cerebrospinal fluid. Early treatment reduces morbidity and mortality of this serious condition.