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Sensors, Volume 11, Issue 5

2011 May - 55 articles

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Articles (55)

  • Article
  • Open Access
20 Citations
17,058 Views
12 Pages

20 May 2011

Magnetostrictive linear position sensors (MLPS) are high-precision sensors used in the industrial field for measuring the propagation time of ultrasonic signals in a waveguide. To date, MLPS have attracted widespread attention for their accuracy, rel...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
13 Citations
9,934 Views
9 Pages

A Rapid Method to Regenerate Piezoelectric Microcantilever Sensors (PEMS)

  • LiNa Loo,
  • Wei Wu,
  • Wan Y. Shih,
  • Wei-Heng Shih,
  • Hossein Borghaei,
  • Kambiz Pourrezaei and
  • Gregory P. Adams

20 May 2011

Piezoelectric microcantilever sensors (PEMS) can be sensitive tools for the detection of proteins and cells in biological fluids. However, currently available PEMS can only be used a single time or must be completely stripped and refunctionalized pri...

(This article belongs to the Section Biosensors)
  • Review
  • Open Access
61 Citations
14,395 Views
20 Pages

19 May 2011

This paper reviews evidence that, in addition to incidental olfactory pollutants, intentional odor delivery can impact cognitive operations both positively and negatively. Evidence for cognitive facilitation/interference is reviewed alongside four po...

(This article belongs to the Special Issue Direct and Indirect Sensing of Odor and VOCs and Their Control)
  • Article
  • Open Access
51 Citations
14,844 Views
19 Pages

A Large Area Tactile Sensor Patch Based on Commercial Force Sensors

  • Fernando Vidal-Verdú,
  • Maria Jose Barquero,
  • Julián Castellanos-Ramos,
  • Rafael Navas-González,
  • Jose Antonio Sánchez,
  • Javier Serón and
  • Alfonso García-Cerezo

19 May 2011

This paper reports the design of a tactile sensor patch to cover large areas of robots and machines that interact with human beings. Many devices have been proposed to meet such a demand. These realizations are mostly custom-built or developed in the...

(This article belongs to the Section Physical Sensors)
  • Review
  • Open Access
50 Citations
16,263 Views
23 Pages

18 May 2011

A review of research activities on opto-microfluidic sensors carried out by the research groups in Canada is presented. After a brief introduction of this exciting research field, detailed discussion is focused on different techniques for the fabrica...

(This article belongs to the Special Issue State-of-the-Art Sensors in Canada)
  • Article
  • Open Access
32 Citations
10,522 Views
19 Pages

18 May 2011

Clustering is an important mechanism that efficiently provides information for mobile nodes and improves the processing capacity of routing, bandwidth allocation, and resource management and sharing. Clustering algorithms can be based on such criteri...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
32 Citations
10,985 Views
14 Pages

18 May 2011

A new liquid crystal lens design is proposed to improve the recovery time with a ring-and-pie electrode pattern through a suitable driving scheme and using dual-frequency liquid crystals (DFLC) MLC-2048. Compared with the conventional single hole-typ...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
100 Citations
15,267 Views
23 Pages

Infrared Sensor System for Mobile-Robot Positioning in Intelligent Spaces

  • Ernesto Martín Gorostiza,
  • José Luis Lázaro Galilea,
  • Franciso Javier Meca Meca,
  • David Salido Monzú,
  • Felipe Espinosa Zapata and
  • Luis Pallarés Puerto

18 May 2011

The aim of this work was to position a Mobile Robot in an Intelligent Space, and this paper presents a sensorial system for measuring differential phase-shifts in a sinusoidally modulated infrared signal transmitted from the robot. Differential dista...

(This article belongs to the Special Issue Sensorial Systems Applied to Intelligent Spaces)
  • Review
  • Open Access
61 Citations
11,532 Views
30 Pages

18 May 2011

Visual sensor networks (VSNs) comprised of battery-operated electronic devices endowed with low-resolution cameras have expanded the applicability of a series of monitoring applications. Those types of sensors are interconnected by ad hoc error-prone...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
11 Citations
10,179 Views
14 Pages

17 May 2011

In this paper, a packet loss concealment (PLC) algorithm for CELP-type speech coders is proposed in order to improve the quality of decoded speech under burst packet loss conditions in a wireless sensor network. Conventional receiver-based PLC algori...

(This article belongs to the Special Issue Selected Papers from FGIT 2010)
  • Article
  • Open Access
12 Citations
9,655 Views
23 Pages

17 May 2011

Cellular Neural Networks (CNNs) have been widely used recently in applications such as edge detection, noise reduction and object detection, which are among the main computer imaging processes. They can also be realized as hardware based imaging sens...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
15 Citations
13,708 Views
20 Pages

FT-IR-cPAS—New Photoacoustic Measurement Technique for Analysis of Hot Gases: A Case Study on VOCs

  • Christian Bernd Hirschmann,
  • Niina Susanna Koivikko,
  • Jussi Raittila,
  • Jussi Tenhunen,
  • Satu Ojala,
  • Katariina Rahkamaa-Tolonen,
  • Ralf Marbach,
  • Sarah Hirschmann and
  • Riitta Liisa Keiski

16 May 2011

This article describes a new photoacoustic FT-IR system capable of operating at elevated temperatures. The key hardware component is an optical-readout cantilever microphone that can work up to 200 °C. All parts in contact with the sample gas were pu...

(This article belongs to the Special Issue Direct and Indirect Sensing of Odor and VOCs and Their Control)
  • Review
  • Open Access
251 Citations
35,324 Views
33 Pages

Odour Detection Methods: Olfactometry and Chemical Sensors

  • Magda Brattoli,
  • Gianluigi De Gennaro,
  • Valentina De Pinto,
  • Annamaria Demarinis Loiotile,
  • Sara Lovascio and
  • Michele Penza

16 May 2011

The complexity of the odours issue arises from the sensory nature of smell. From the evolutionary point of view olfaction is one of the oldest senses, allowing for seeking food, recognizing danger or communication: human olfaction is a protective sen...

(This article belongs to the Special Issue Direct and Indirect Sensing of Odor and VOCs and Their Control)
  • Article
  • Open Access
9 Citations
13,595 Views
17 Pages

NCO-sP(EO-stat-PO) Coatings on Gold Sensors—a QCM Study of Hemocompatibility

  • Stefan Sinn,
  • Mirjam Eichler,
  • Lothar Müller,
  • Daniel Bünger,
  • Jürgen Groll,
  • Gerhard Ziemer,
  • Frank Rupp,
  • Hinnak Northoff,
  • Jürgen Geis-Gerstorfer and
  • Hans P. Wendel
  • + 1 author

13 May 2011

The reliability of implantable blood sensors is often hampered by unspecific adsorption of plasma proteins and blood cells. This not only leads to a loss of sensor signal over time, but can also result in undesired host vs. graft reactions. Within th...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
7,826 Views
24 Pages

12 May 2011

We consider a problem of retrieving the extreme value among sensed data under deadline constraints in wireless sensor networks with potential applications to alarm systems. The sensed data is mapped to a score which we adopt as a unified measure of t...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
85 Citations
13,606 Views
25 Pages

Tree Classification with Fused Mobile Laser Scanning and Hyperspectral Data

  • Eetu Puttonen,
  • Anttoni Jaakkola,
  • Paula Litkey and
  • Juha Hyyppä

11 May 2011

Mobile Laser Scanning data were collected simultaneously with hyperspectral data using the Finnish Geodetic Institute Sensei system. The data were tested for tree species classification. The test area was an urban garden in the City of Espoo, Finland...

(This article belongs to the Special Issue Sensors in Agriculture and Forestry)
  • Article
  • Open Access
20 Citations
11,549 Views
19 Pages

11 May 2011

Although the conventional duty cycle MAC protocols for Wireless Sensor Networks (WSNs) such as RMAC perform well in terms of saving energy and reducing end-to-end delivery latency, they were designed independently and require an extra routing protoco...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
7 Citations
13,162 Views
13 Pages

Compact Electron Gun Based on Secondary Emission Through Ionic Bombardment

  • Babacar Diop,
  • Jean Bonnet,
  • Thomas Schmid and
  • Ajmal Mohamed

11 May 2011

We present a new compact electron gun based on the secondary emission through ionic bombardment principle. The driving parameters to develop such a gun are to obtain a quite small electron gun for an in-flight instrument performing Electron Beam Fluo...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
3 Citations
7,565 Views
14 Pages

11 May 2011

Beam’s multiple-contact mode, characterized by multiple and discrete contact regions, non-uniform stoppers’ heights, irregular contact sequence, seesaw-like effect, indirect interaction between different stoppers, and complex coupling relationship b...

(This article belongs to the Section Physical Sensors)
  • Review
  • Open Access
76 Citations
15,082 Views
25 Pages

9 May 2011

The development of biosensors using electrochemical methods is a promising application in the field of biotechnology. High sensitivity sensors for the bio-detection of proteins have been developed using several kinds of nanomaterials. The performance...

(This article belongs to the Section Biosensors)
  • Review
  • Open Access
531 Citations
28,954 Views
46 Pages

Amorphous and Polycrystalline Photoconductors for Direct Conversion Flat Panel X-Ray Image Sensors

  • Safa Kasap,
  • Joel B. Frey,
  • George Belev,
  • Olivier Tousignant,
  • Habib Mani,
  • Jonathan Greenspan,
  • Luc Laperriere,
  • Oleksandr Bubon,
  • Alla Reznik and
  • John A. Rowlands
  • + 2 authors

9 May 2011

In the last ten to fifteen years there has been much research in using amorphous and polycrystalline semiconductors as x-ray photoconductors in various x-ray image sensor applications, most notably in flat panel x-ray imagers (FPXIs). We first outlin...

(This article belongs to the Special Issue State-of-the-Art Sensors in Canada)
  • Article
  • Open Access
17 Citations
10,946 Views
16 Pages

Measuring Oscillating Walking Paths with a LIDAR

  • Mercè Teixidó,
  • Tomàs Pallejà,
  • Marcel Tresanchez,
  • Miquel Nogués and
  • Jordi Palacín

6 May 2011

This work describes the analysis of different walking paths registered using a Light Detection And Ranging (LIDAR) laser range sensor in order to measure oscillating trajectories during unsupervised walking. The estimate of the gait and trajectory pa...

(This article belongs to the Special Issue Advanced Sensing Technology for Nondestructive Evaluation)
  • Article
  • Open Access
26 Citations
9,975 Views
11 Pages

Performance of a CO2 Impedimetric Sensor Prototype for Air Quality Monitoring

  • Gemma García Mandayo,
  • Jaime Herrán,
  • Irene Castro-Hurtado and
  • Enrique Castaño

5 May 2011

Carbon dioxide detection is a relevant issue in many fields, and this work focuses on the use of a BaTiO3-CuO sputtered thin film layer in a gas sensor prototype for air quality measurements. For this, a double side sensor was fabricated, with a Pt h...

(This article belongs to the Section Chemical Sensors)
  • Communication
  • Open Access
3 Citations
11,765 Views
13 Pages

Development of a Stepping Force Analgesic Meter for a Rat Arthritic Model

  • Mun Fei Yam,
  • Lip Yee Por,
  • Kok Khiang Peh,
  • Mariam Ahmad,
  • Mohd. Zaini Asmawi,
  • Lee Fung Ang,
  • Delina Beh Mei Yin,
  • Sim Ying Ong,
  • Muthanna Fawzy Abdulkarim and
  • Sook Yee Hor
  • + 6 authors

5 May 2011

Behavioural assessment of experimental pain is an essential method for analysing and measuring pain levels. Rodent models, which are widely used in behavioural tests, are often subject to external forces and stressful manipulations that cause variabi...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
62 Citations
12,128 Views
18 Pages

Use of the Electronic Nose as a Screening Tool for the Recognition of Durum Wheat Naturally Contaminated by Deoxynivalenol: A Preliminary Approach

  • Anna Campagnoli,
  • Federica Cheli,
  • Carlo Polidori,
  • Mauro Zaninelli,
  • Oreste Zecca,
  • Giovanni Savoini,
  • Luciano Pinotti and
  • Vittorio Dell’Orto

4 May 2011

Fungal contamination and the presence of related toxins is a widespread problem. Mycotoxin contamination has prompted many countries to establish appropriate tolerance levels. For instance, with the Commission Regulation (EC) N. 1881/2006, the Europe...

(This article belongs to the Special Issue Bioinspired Sensor Systems)
  • Article
  • Open Access
18 Citations
14,576 Views
26 Pages

Multi-Channel Multi-Radio Using 802.11 Based Media Access for Sink Nodes in Wireless Sensor Networks

  • Carlene E.-A. Campbell,
  • Shafiullah Khan,
  • Dhananjay Singh and
  • Kok-Keong Loo

4 May 2011

The next generation surveillance and multimedia systems will become increasingly deployed as wireless sensor networks in order to monitor parks, public places and for business usage. The convergence of data and telecommunication over IP-based network...

(This article belongs to the Special Issue Advanced Embedded Sensors)
  • Review
  • Open Access
45 Citations
24,437 Views
29 Pages

4 May 2011

The adaptation of standard integrated circuit (IC) technology as a transducer in cell-based biosensors in drug discovery pharmacology, neural interface systems and electrophysiology requires electrodes that are electrochemically stable, biocompatible...

(This article belongs to the Special Issue Sensors in Biomechanics and Biomedicine)
  • Article
  • Open Access
26 Citations
11,269 Views
18 Pages

Two-Scale Simulation of Drop-Induced Failure of Polysilicon MEMS Sensors

  • Stefano Mariani,
  • Aldo Ghisi,
  • Alberto Corigliano,
  • Roberto Martini and
  • Barbara Simoni

4 May 2011

In this paper, an industrially-oriented two-scale approach is provided to model the drop-induced brittle failure of polysilicon MEMS sensors. The two length-scales here investigated are the package (macroscopic) and the sensor (mesoscopic) ones. Issu...

(This article belongs to the Special Issue Modeling, Testing and Reliability Issues in MEMS Engineering 2011)
  • Article
  • Open Access
10 Citations
9,978 Views
15 Pages

A Diagnostic System for Improving Biomass Quality Based on a Sensor Network

  • Dionysis D. Bochtis,
  • Claus G. Sørensen,
  • Ole Green and
  • Thomas Bartzanas

4 May 2011

Losses during storage of biomass are the main parameter that defines the profitability of using preserved biomass as feed for animal husbandry. In order to minimize storage losses, potential changes in specific physicochemical properties must be iden...

(This article belongs to the Special Issue Sensors in Agriculture and Forestry)
  • Article
  • Open Access
8 Citations
8,318 Views
15 Pages

Electronic Nose Based on an Optimized Competition Neural Network

  • Hong Men,
  • Haiyan Liu,
  • Yunpeng Pan,
  • Lei Wang and
  • Haiping Zhang

4 May 2011

In view of the fact that there are disadvantages in that the class number must be determined in advance, the value of learning rates are hard to fix, etc., when using traditional competitive neural networks (CNNs) in electronic noses (E-noses), an op...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
42 Citations
12,546 Views
27 Pages

RUASN: A Robust User Authentication Framework for Wireless Sensor Networks

  • Pardeep Kumar,
  • Amlan Jyoti Choudhury,
  • Mangal Sain,
  • Sang-Gon Lee and
  • Hoon-Jae Lee

4 May 2011

In recent years, wireless sensor networks (WSNs) have been considered as a potential solution for real-time monitoring applications and these WSNs have potential practical impact on next generation technology too. However, WSNs could become a threat...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
163 Citations
10,220 Views
14 Pages

3 May 2011

As wireless sensor networks (WSNs) are increasingly being deployed in some important applications, it becomes imperative that we consider application requirements in in-network processes. We intend to use a WSN to aid information querying and navigat...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
7 Citations
12,101 Views
22 Pages

3 May 2011

Technological obstacles to the use of rotary-type swing arm actuators to actuate optical pickup modules in small-form-factor (SFF) disk drives stem from a hinge’s skewed actuation, subsequently inducing off-axis aberrations and deteriorating optical...

(This article belongs to the Special Issue Adaptive Sensing)
  • Article
  • Open Access
33 Citations
9,614 Views
10 Pages

3 May 2011

A near infrared reflectance spectroscopy (NIRS) method for rapid determination of nitrogen, phosphorous and potassium in diverse meadow grasses was developed with a view towards utilizing this material for biogas production and organic fertilizer. NI...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
37 Citations
11,599 Views
18 Pages

Application of an E-Tongue to the Analysis of Monovarietal and Blends of White Wines

  • Manuel Gutiérrez,
  • Andreu Llobera,
  • Andrey Ipatov,
  • Jordi Vila-Planas,
  • Santiago Mínguez,
  • Stefanie Demming,
  • Stephanus Büttgenbach,
  • Fina Capdevila,
  • Carme Domingo and
  • Cecilia Jiménez-Jorquera

3 May 2011

This work presents a multiparametric system capable of characterizing and classifying white wines according to the grape variety and geographical origin. Besides, it quantifies specific parameters of interest for quality control in wine. The system,...

(This article belongs to the Special Issue Bioinspired Sensor Systems)
  • Article
  • Open Access
54 Citations
12,643 Views
17 Pages

3 May 2011

Single capacitance sensors are sensitive to soil property variability. The objectives of this study were to: (i) establish site-specific laboratory calibration equations of three single capacitance sensors (EC-20, EC-10, and ML2x) for tropical soils,...

(This article belongs to the Special Issue Sensors in Agriculture and Forestry)
  • Review
  • Open Access
77 Citations
13,112 Views
24 Pages

3 May 2011

Wireless Sensor Networks (WSNs) have emerged as a viable technology for a vast number of applications, including health care applications. To best support these health care applications, WSN technology can be adopted for the design of practical Healt...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
107 Citations
10,841 Views
23 Pages

2 May 2011

This paper proposes a hybrid crop classifier for polarimetric synthetic aperture radar (SAR) images. The feature sets consisted of span image, the H/A/α decomposition, and the gray-level co-occurrence matrix (GLCM) based texture features. Then, the f...

(This article belongs to the Section Physical Sensors)
  • Review
  • Open Access
498 Citations
29,886 Views
23 Pages

Electronic Noses and Tongues: Applications for the Food and Pharmaceutical Industries

  • Elizabeth A. Baldwin,
  • Jinhe Bai,
  • Anne Plotto and
  • Sharon Dea

2 May 2011

The electronic nose (e-nose) is designed to crudely mimic the mammalian nose in that most contain sensors that non-selectively interact with odor molecules to produce some sort of signal that is then sent to a computer that uses multivariate statisti...

(This article belongs to the Special Issue Bioinspired Sensor Systems)
  • Article
  • Open Access
352 Citations
16,583 Views
13 Pages

A Secured Authentication Protocol for Wireless Sensor Networks Using Elliptic Curves Cryptography

  • Hsiu-Lien Yeh,
  • Tien-Ho Chen,
  • Pin-Chuan Liu,
  • Tai-Hoo Kim and
  • Hsin-Wen Wei

2 May 2011

User authentication is a crucial service in wireless sensor networks (WSNs) that is becoming increasingly common in WSNs because wireless sensor nodes are typically deployed in an unattended environment, leaving them open to possible hostile network...

(This article belongs to the Special Issue Selected Papers from The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010))
  • Article
  • Open Access
26 Citations
8,417 Views
14 Pages

2 May 2011

Sparse representation (SR) algorithms can be implemented for high-resolution direction of arrival (DOA) estimation. Additionally, SR can effectively separate the coherent signal sources because the spectrum estimation is based on the optimization tec...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
25 Citations
11,765 Views
13 Pages

28 April 2011

This study developed an electronic-nose sensor node based on a polymer-coated surface acoustic wave (SAW) sensor array. The sensor node comprised an SAW sensor array, a frequency readout circuit, and an Octopus II wireless module. The sensor array wa...

(This article belongs to the Special Issue Direct and Indirect Sensing of Odor and VOCs and Their Control)
  • Article
  • Open Access
27 Citations
11,618 Views
26 Pages

A New Data Mining Scheme Using Artificial Neural Networks

  • S. M. Kamruzzaman and
  • A. M. Jehad Sarkar

28 April 2011

Classification is one of the data mining problems receiving enormous attention in the database community. Although artificial neural networks (ANNs) have been successfully applied in a wide range of machine learning applications, they are however oft...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
64 Citations
10,964 Views
8 Pages

Investigation of a Photoelectrochemical Passivated ZnO-Based Glucose Biosensor

  • Ching-Ting Lee,
  • Ying-Shuo Chiu,
  • Shu-Ching Ho and
  • Yao-Jung Lee

28 April 2011

A vapor cooling condensation system was used to deposit high quality intrinsic ZnO thin films and intrinsic ZnO nanorods as the sensing membrane of extended-gate field-effect-transistor (EGFET) glucose biosensors. The sensing sensitivity of the resul...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
34 Citations
18,856 Views
18 Pages

Soft Water Level Sensors for Characterizing the Hydrological Behaviour of Agricultural Catchments

  • Armand Crabit,
  • François Colin,
  • Jean Stéphane Bailly,
  • Hervé Ayroles and
  • François Garnier

28 April 2011

An innovative soft water level sensor is proposed to characterize the hydrological behaviour of agricultural catchments by measuring rainfall and stream flows. This sensor works as a capacitor coupled with a capacitance to frequency converter and mea...

(This article belongs to the Special Issue Sensors in Agriculture and Forestry)
  • Article
  • Open Access
15 Citations
8,725 Views
14 Pages

A Novel Ionic Polymer Metal ZnO Composite (IPMZC)

  • Sang-Mun Kim,
  • Rashi Tiwari and
  • Kwang J. Kim

28 April 2011

The presented research introduces a new Ionic Polymer-Metal-ZnO Composite (IPMZC) demonstrating photoluminescence (PL)-quenching on mechanical bending or application of an electric field. The newly fabricated IPMZC integrates the optical properties o...

(This article belongs to the Section Chemical Sensors)
  • Review
  • Open Access
101 Citations
12,752 Views
14 Pages

28 April 2011

Potentiometric sensors are attractive tools for the fabrication of various electronic tongues that can be used in wide area of applications, ranging from foodstuff recognition to environmental monitoring and medical diagnostics. Their main advantages...

(This article belongs to the Special Issue Bioinspired Sensor Systems)
  • Article
  • Open Access
37 Citations
10,457 Views
19 Pages

Validation of a Phase-Mass Characterization Concept and Interface for Acoustic Biosensors

  • Yeison Montagut,
  • José V. García,
  • Yolanda Jiménez,
  • Carmen March,
  • Ángel Montoya and
  • Antonio Arnau

28 April 2011

Acoustic wave resonator techniques are widely used in in-liquid biochemical applications. The main challenges remaining are the improvement of sensitivity and limit of detection, as well as multianalysis capabilities and reliability. The sensitivity...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
73 Citations
10,902 Views
9 Pages

27 April 2011

Generally, AT-cut quartz crystals have a limited scope of use when it comes to high-precision measurement of very small impedance changes due to their nonlinear frequency-temperature characteristics in the range between 0 °C and 50 °C. The new method...

(This article belongs to the Special Issue 10 Years Sensors - A Decade of Publishing)
  • Article
  • Open Access
31 Citations
9,368 Views
29 Pages

27 April 2011

We consider a problem of high-resolution array radar/SAR imaging formalized in terms of a nonlinear ill-posed inverse problem of nonparametric estimation of the power spatial spectrum pattern (SSP) of the random wavefield scattered from a remotely se...

(This article belongs to the Special Issue Adaptive Sensing)

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