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Sensors, Volume 20, Issue 4

2020 February-2 - 289 articles

Cover Story: Driver drowsiness is a major cause of traffic accidents. Automated driving might counteract this problem, but in the lower levels of automation, the driver is still responsible as a fallback. Therefore, reliable drowsiness detection systems are required. Techniques that use physiological signals seem to be especially promising. However, in a dynamic driving environment, only non- or minimally intrusive methods are accepted, and vibrations could lead to reduced sensor performance. In our work, encouraged by the progress in the development of wrist-worn wearables, their suitability in an automotive environment was investigated. We propose a drowsiness detection system with a machine learning approach applied solely to physiological data from a wrist-worn wearable sensor. The use of wrist-worn wearables inside a vehicle would enable the recording of physiological signals in a way that is familiar to the driver.View this paper.
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Articles (289)

  • Article
  • Open Access
9 Citations
3,853 Views
12 Pages

Effect of Structural Uncertainty in Passive Microwave Soil Moisture Retrieval Algorithm

  • Lanka Karthikeyan,
  • Ming Pan,
  • Dasika Nagesh Kumar and
  • Eric F. Wood

24 February 2020

Passive microwave sensors use a radiative transfer model (RTM) to retrieve soil moisture (SM) using brightness temperatures (TB) at low microwave frequencies. Vegetation optical depth (VOD) is a key input to the RTM. Retrieval algorithms can analytic...

  • Article
  • Open Access
58 Citations
6,420 Views
18 Pages

CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification

  • Haifeng Li,
  • Hao Jiang,
  • Xin Gu,
  • Jian Peng,
  • Wenbo Li,
  • Liang Hong and
  • Chao Tao

24 February 2020

Remote sensing image scene classification has a high application value in the agricultural, military, as well as other fields. A large amount of remote sensing data is obtained every day. After learning the new batch data, scene classification algori...

  • Article
  • Open Access
11 Citations
4,098 Views
29 Pages

24 February 2020

In this paper, the seismic assessments of two footbridges, i.e., a single-span steel frame footbridge and a three-span cable-stayed structure, to the spatial variation of earthquake ground motion (SVEGM) are presented. A model of nonuniform kinematic...

  • Article
  • Open Access
13 Citations
4,952 Views
17 Pages

24 February 2020

This study carries out a detailed full-scale investigation on the strong wind characteristics at a cable-stayed bridge site and associated buffeting response of the bridge structure during construction, using a field monitoring system. It is found th...

  • Article
  • Open Access
16 Citations
8,627 Views
26 Pages

24 February 2020

The 24 GHz continuous-wave (CW) Doppler radar sensor (DRS) is widely used for measuring the instantaneous speed of moving objects by using a non-contact approach, and has begun to be used in train-borne movable speed measurements in recent years in C...

  • Article
  • Open Access
121 Citations
8,332 Views
19 Pages

Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images

  • Huilin Tao,
  • Haikuan Feng,
  • Liangji Xu,
  • Mengke Miao,
  • Guijun Yang,
  • Xiaodong Yang and
  • Lingling Fan

24 February 2020

Crop yield is related to national food security and economic performance, and it is therefore important to estimate this parameter quickly and accurately. In this work, we estimate the yield of winter wheat using the spectral indices (SIs), ground-me...

  • Article
  • Open Access
19 Citations
4,859 Views
13 Pages

A Near-infrared Turn-on Fluorescent Sensor for Sensitive and Specific Detection of Albumin from Urine Samples

  • Yoonjeong Kim,
  • Eunryeol Shin,
  • Woong Jung,
  • Mi Kyoung Kim and
  • Youhoon Chong

24 February 2020

A readily synthesizable fluorescent probe DMAT-π-CAP was evaluated for sensitive and selective detection of human serum albumin (HSA). DMAT-π-CAP showed selective turn-on fluorescence at 730 nm in the presence of HSA with more than 720-fold enh...

  • Article
  • Open Access
102 Citations
7,572 Views
21 Pages

24 February 2020

The gear fault signal under different working conditions is non-linear and non-stationary, which makes it difficult to distinguish faulty signals from normal signals. Currently, gear fault diagnosis under different working conditions is mainly based...

  • Article
  • Open Access
20 Citations
5,937 Views
12 Pages

A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control Subjects

  • Giuseppe Varone,
  • Sara Gasparini,
  • Edoardo Ferlazzo,
  • Michele Ascoli,
  • Giovanbattista Gaspare Tripodi,
  • Chiara Zucco,
  • Barbara Calabrese,
  • Mario Cannataro and
  • Umberto Aguglia

24 February 2020

The diagnosis of psychogenic nonepileptic seizures (PNES) by means of electroencephalography (EEG) is not a trivial task during clinical practice for neurologists. No clear PNES electrophysiological biomarker has yet been found, and the only tool ava...

  • Article
  • Open Access
1 Citations
6,860 Views
10 Pages

24 February 2020

Beam pattern measurement is essential to verifying the performance of an array sonar. However, common problems in beam pattern measurement of arrays include constraints on achieving the far-field condition and reaching plane waves mainly due to limit...

  • Article
  • Open Access
7 Citations
4,373 Views
12 Pages

Low Noise Interface ASIC of Micro Gyroscope with Ball-disc Rotor

  • Mingyuan Ren,
  • Honghai Xu,
  • Xiaowei Han,
  • Changchun Dong and
  • Xuebin Lu

24 February 2020

A low noise interface ASIC for micro gyroscope with ball-disc rotor is realized in 0.5µm CMOS technology. The interface circuit utilizes a transimpedance pre-amplifier which reduces input noise. The proposed interface achieves 0.003°/s/Hz1/...

  • Article
  • Open Access
13 Citations
4,925 Views
14 Pages

24 February 2020

A target angular information in 3-dimensional space consists of an elevation angle and azimuth angle. Acoustic signals propagating along multiple paths in underwater environments usually have different elevation angles. Target motion analysis (TMA) u...

  • Article
  • Open Access
24 Citations
4,913 Views
19 Pages

24 February 2020

Infrared maritime target detection is the key technology of maritime target search systems. However, infrared images generally have the defects of low signal-to-noise ratio and low resolution. At the same time, the maritime environment is complicated...

  • Article
  • Open Access
3 Citations
7,062 Views
13 Pages

23 February 2020

This research mainly aims at the construction of the novel acceleration pedal, the brake pedal and the steering system by mechanical designs and mechatronics technologies, an approach of which is rarely seen in Taiwan. Three highlights can be address...

  • Article
  • Open Access
8 Citations
3,403 Views
15 Pages

23 February 2020

Accurate, rapid and non-destructive disease identification in the early stage of infection is essential to ensure the safe and efficient production of greenhouse cucumbers. Nevertheless, the effectiveness of most existing methods relies on the diseas...

  • Article
  • Open Access
1 Citations
4,571 Views
13 Pages

23 February 2020

An acousto-optic (AO) holographic display unit based on a suspended waveguide membrane was developed. The AO unit consists of a wide bandwidth chirp interdigital transducer (IDT) on a 20 µm thick suspended crystalline 128° YX LiNbO3 membran...

  • Article
  • Open Access
61 Citations
7,814 Views
14 Pages

23 February 2020

In this work, polyurethane sponge is employed as the structural substrate of the sensor. Graphene oxide (GO) and polypyrrole (PPy) are alternately coated on the sponge fiber skeleton by charge layer-by-layer assembly (LBL) to form a multilayer compos...

  • Article
  • Open Access
10 Citations
4,929 Views
30 Pages

23 February 2020

We propose a free-resolution probability distributions map (FRPDM) and an FRPDM-based precise vehicle localization method using 3D light detection and ranging (LIDAR). An FRPDM is generated by Gaussian mixture modeling, based on road markings and ver...

  • Article
  • Open Access
6 Citations
4,337 Views
23 Pages

23 February 2020

Automated wireless sensing of force dynamics during a visuomotor control task was used to rapidly assess residual motor function during finger pinch (right and left hand) and lower lip compression in a cohort of seven adult males with chronic, unilat...

  • Article
  • Open Access
3 Citations
3,042 Views
13 Pages

23 February 2020

In this paper, we investigated a buffer-aided decode-and-forward (DF) wireless relaying system over fading channels, where the source and relay harvest radio-frequency (RF) energy from a power station for data transmissions. We derived exact expressi...

  • Technical Note
  • Open Access
11 Citations
4,211 Views
8 Pages

Deep Neural Networks for the Classification of Pure and Impure Strawberry Purees

  • Zhong Zheng,
  • Xin Zhang,
  • Jinxing Yu,
  • Rui Guo and
  • Lili Zhangzhong

23 February 2020

In this paper, a comparative study of the effectiveness of deep neural networks (DNNs) in the classification of pure and impure purees is conducted. Three different types of deep neural networks (DNNs)—the Gated Recurrent Unit (GRU), the Long S...

  • Article
  • Open Access
3 Citations
4,038 Views
23 Pages

23 February 2020

The tracking accuracy of a traditional Frequency Lock Loop (FLL) decreases significantly in a complex environment, thus reducing the overall performance of a satellite receiver. In order to ensure high tracking accuracy of a receiver in a complex env...

  • Article
  • Open Access
66 Citations
9,253 Views
18 Pages

Embodiment Is Related to Better Performance on a Brain–Computer Interface in Immersive Virtual Reality: A Pilot Study

  • Julia M. Juliano,
  • Ryan P. Spicer,
  • Athanasios Vourvopoulos,
  • Stephanie Lefebvre,
  • Kay Jann,
  • Tyler Ard,
  • Emiliano Santarnecchi,
  • David M. Krum and
  • Sook-Lei Liew

22 February 2020

Electroencephalography (EEG)-based brain–computer interfaces (BCIs) for motor rehabilitation aim to “close the loop” between attempted motor commands and sensory feedback by providing supplemental information when individuals succes...

  • Article
  • Open Access
39 Citations
9,061 Views
18 Pages

Miniaturized 0.13-μm CMOS Front-End Analog for AlN PMUT Arrays

  • Iván Zamora,
  • Eyglis Ledesma,
  • Arantxa Uranga and
  • Núria Barniol

22 February 2020

This paper presents an analog front-end transceiver for an ultrasound imaging system based on a high-voltage (HV) transmitter, a low-noise front-end amplifier (RX), and a complementary-metal-oxide-semiconductor, aluminum nitride, piezoelectric microm...

  • Article
  • Open Access
31 Citations
5,062 Views
12 Pages

22 February 2020

This paper investigates a piezoelectric energy harvester that consists of a piezoelectric cantilever and a tip mass for horizontal rotational motion. Rotational motion results in centrifugal force, which causes the axial load on the beam and alters t...

  • Article
  • Open Access
33 Citations
6,052 Views
16 Pages

22 February 2020

With the gradual popularization of Internet-of-Things (IoT) applications and the development of wireless networking technologies, the use of heterogeneous devices and runtime verification of task fulfillment with different constraints are required in...

  • Article
  • Open Access
13 Citations
4,419 Views
25 Pages

Using Domain Knowledge for Interpretable and Competitive Multi-Class Human Activity Recognition

  • Sebastian Scheurer,
  • Salvatore Tedesco,
  • Kenneth N. Brown and
  • Brendan O’Flynn

22 February 2020

Human activity recognition (HAR) has become an increasingly popular application of machine learning across a range of domains. Typically the HAR task that a machine learning algorithm is trained for requires separating multiple activities such as wal...

  • Article
  • Open Access
15 Citations
4,378 Views
12 Pages

22 February 2020

Spectral imaging is a promising technique for detecting the quality of rice seeds. However, the high cost of the system has limited it to more practical applications. The study was aimed to develop a low-cost narrow band multispectral imaging system...

  • Review
  • Open Access
84 Citations
14,612 Views
45 Pages

Human Activity Sensing with Wireless Signals: A Survey

  • Jiao Liu,
  • Guanlong Teng and
  • Feng Hong

22 February 2020

Wireless networks have been widely deployed with a high demand for wireless data traffic. The ubiquitous availability of wireless signals brings new opportunities for non-intrusive human activity sensing. To enhance a thorough understanding of existi...

  • Article
  • Open Access
13 Citations
4,827 Views
25 Pages

22 February 2020

With the wide deployment of commercial WiFi devices, the fine-grained channel state information (CSI) has received widespread attention with broad application domain including indoor localization and intrusion detection. From the perspective of pract...

  • Article
  • Open Access
19 Citations
4,449 Views
18 Pages

22 February 2020

To understand the characteristics of longitudinal grouting quality, this paper developed a stress wave-based active sensing method using piezoceramic transducers to detect longitudinal grouting quality of the prestressed curved tendon ducts. There we...

  • Article
  • Open Access
34 Citations
7,417 Views
18 Pages

An Identity Authentication Method of a MIoT Device Based on Radio Frequency (RF) Fingerprint Technology

  • Qiao Tian,
  • Yun Lin,
  • Xinghao Guo,
  • Jin Wang,
  • Osama AlFarraj and
  • Amr Tolba

22 February 2020

With the continuous development of science and engineering technology, our society has entered the era of the mobile Internet of Things (MIoT). MIoT refers to the combination of advanced manufacturing technologies with the Internet of Things (IoT) to...

  • Article
  • Open Access
103 Citations
8,882 Views
16 Pages

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

  • María Teresa García-Ordás,
  • José Alberto Benítez-Andrades,
  • Isaías García-Rodríguez,
  • Carmen Benavides and
  • Héctor Alaiz-Moretón

22 February 2020

The aim of this paper was the detection of pathologies through respiratory sounds. The ICBHI (International Conference on Biomedical and Health Informatics) Benchmark was used. This dataset is composed of 920 sounds of which 810 are of chronic diseas...

  • Article
  • Open Access
66 Citations
5,874 Views
19 Pages

An Efficient, Anonymous and Robust Authentication Scheme for Smart Home Environments

  • Soumya Banerjee,
  • Vanga Odelu,
  • Ashok Kumar Das,
  • Samiran Chattopadhyay and
  • Youngho Park

22 February 2020

In recent years, the Internet of Things (IoT) has exploded in popularity. The smart home, as an important facet of IoT, has gained its focus for smart intelligent systems. As users communicate with smart devices over an insecure communication medium,...

  • Article
  • Open Access
10 Citations
3,138 Views
17 Pages

21 February 2020

Smart homes have been shown to be one of the most important applications of Internet of Things (IoT); however, security issues are still the main drawback to be improved, especially facing the problem of terminal power constraint and distributed netw...

  • Article
  • Open Access
9 Citations
2,889 Views
10 Pages

21 February 2020

The aim of this work was to develop sensors that enable the monitoring of respiratory frequencies and will be competitive at a global level in replacing conventional electronic sensors based on rigid and uncomfortable materials. The preliminary work...

  • Article
  • Open Access
2 Citations
2,666 Views
16 Pages

21 February 2020

Network coding is a reasonable way to increase network efficiency in response to an increase of sensed data in the Internet of Things (IoT). In network coding, intermediate nodes combine packets received from neighboring nodes, transform, and transmi...

  • Article
  • Open Access
30 Citations
9,709 Views
24 Pages

Robust Traffic Light and Arrow Detection Using Digital Map with Spatial Prior Information for Automated Driving

  • Keisuke Yoneda,
  • Akisuke Kuramoto,
  • Naoki Suganuma,
  • Toru Asaka,
  • Mohammad Aldibaja and
  • Ryo Yanase

21 February 2020

Traffic light recognition is an indispensable elemental technology for automated driving in urban areas. In this study, we propose an algorithm that recognizes traffic lights and arrow lights by image processing using the digital map and precise vehi...

  • Article
  • Open Access
41 Citations
5,146 Views
19 Pages

21 February 2020

This paper presents a novel planar multifunctional sensor that is used to monitor physical variations in the environment regarding distance, angle, and stretch. A double split-ring resonator is designed at 5.2 GHz as the core operating sensor. Anothe...

  • Article
  • Open Access
7 Citations
2,830 Views
19 Pages

21 February 2020

Fingerprint positioning based on WiFi in coal mines has received much attention because of the widespread application of WiFi. Fingerprinting techniques have developed rapidly due to the efforts of many researchers. However, the off-line construction...

  • Article
  • Open Access
18 Citations
4,636 Views
13 Pages

Determining the Online Measurable Input Variables in Human Joint Moment Intelligent Prediction Based on the Hill Muscle Model

  • Baoping Xiong,
  • Nianyin Zeng,
  • Yurong Li,
  • Min Du,
  • Meilan Huang,
  • Wuxiang Shi,
  • Guojun Mao and
  • Yuan Yang

21 February 2020

Introduction: Human joint moment is a critical parameter to rehabilitation assessment and human-robot interaction, which can be predicted using an artificial neural network (ANN) model. However, challenge remains as lack of an effective approach to d...

  • Article
  • Open Access
10 Citations
4,623 Views
11 Pages

Temperature Gradient Method for Alleviating Bonding-Induced Warpage in a High-Precision Capacitive MEMS Accelerometer

  • Dandan Liu,
  • Huafeng Liu,
  • Jinquan Liu,
  • Fangjing Hu,
  • Ji Fan,
  • Wenjie Wu and
  • Liangcheng Tu

21 February 2020

Capacitive MEMS accelerometers with area-variable periodic-electrode displacement transducers found wide applications in disaster monitoring, resource exploration and inertial navigation. The bonding-induced warpage, due to the difference in the coef...

  • Article
  • Open Access
36 Citations
4,630 Views
24 Pages

Experiment of Structural Geometric Morphology Monitoring for Bridges Using Holographic Visual Sensor

  • Shuai Shao,
  • Zhixiang Zhou,
  • Guojun Deng,
  • Peng Du,
  • Chuanyi Jian and
  • Zhongru Yu

21 February 2020

To further improve the precision and efficiency of structural health monitoring technology and the theory of large-scale structures, full-field non-contact structural geometry morphology monitoring is expected to be a breakthrough technology in struc...

  • Article
  • Open Access
17 Citations
6,917 Views
27 Pages

Walking Recognition in Mobile Devices

  • Fernando E. Casado,
  • Germán Rodríguez,
  • Roberto Iglesias,
  • Carlos V. Regueiro,
  • Senén Barro and
  • Adrián Canedo-Rodríguez

21 February 2020

Presently, smartphones are used more and more for purposes that have nothing to do with phone calls or simple data transfers. One example is the recognition of human activity, which is relevant information for many applications in the domains of medi...

  • Article
  • Open Access
35 Citations
4,314 Views
19 Pages

21 February 2020

This paper puts forward a novel methodology of employing inverse filtering technique to extract bridge features from acceleration signals recorded on passing vehicles using smartphones. Since the vibration of a vehicle moving on a bridge will be affe...

  • Article
  • Open Access
59 Citations
6,172 Views
21 Pages

Training Convolutional Neural Networks with Multi-Size Images and Triplet Loss for Remote Sensing Scene Classification

  • Jianming Zhang,
  • Chaoquan Lu,
  • Jin Wang,
  • Xiao-Guang Yue,
  • Se-Jung Lim,
  • Zafer Al-Makhadmeh and
  • Amr Tolba

21 February 2020

Many remote sensing scene classification algorithms improve their classification accuracy by additional modules, which increases the parameters and computing overhead of the model at the inference stage. In this paper, we explore how to improve the c...

  • Article
  • Open Access
3 Citations
3,929 Views
14 Pages

An Improved Strategy for Detection and Localization of Nodules in Liver Tissues by a 16 MHz Needle Ultrasonic Probe Mounted on a Robotic Platform

  • Andrea Bulletti,
  • Marina Mazzoni,
  • Sahana Prasanna,
  • Luca Massari,
  • Arianna Menciassi,
  • Calogero Maria Oddo and
  • Lorenzo Capineri

21 February 2020

This study presents an improved strategy for the detection and localization of small size nodules (down to few mm) of agar in excised pork liver tissues via pulse-echo ultrasound measurements performed with a 16 MHz needle probe. This work contribute...

  • Article
  • Open Access
11 Citations
3,807 Views
10 Pages

Ultrasensitive Gas Refractometer Using Capillary-Based Mach–Zehnder Interferometer

  • Haijin Chen,
  • Xuehao Hu,
  • Meifan He,
  • Pengfei Ren,
  • Chao Zhang and
  • Hang Qu

21 February 2020

In this paper, we report a capillary-based Mach–Zehnder (M–Z) interferometer that could be used for precise detection of variations in refractive indices of gaseous samples. The sensing mechanism is quite straightforward. Cladding and cor...

  • Article
  • Open Access
23 Citations
7,058 Views
30 Pages

21 February 2020

Archaeological topography identification from high-resolution DEMs (Digital Elevation Models) is a current method that is used with high success in archaeological prospecting of wide areas. I present a methodology through which burial mounds (tumuli)...

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