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SAM 2018

The SAM Workshop is an important IEEE Signal Processing Society event dedicated to sensor array and multichannel signal processing. The organizing committee invites the international community to contribute with state-of-the-art developments in the field. 

WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS


The task of rain detection, or wet-dry classification
using measurements from commercial microwave links (CMLs)
is a subject that been studied in depth. However, these studies
are based on direct measurement of the signal level, which
is known to be attenuated by rain. In this paper we present,
for the first time an empirical study on rain classification using
records of transmissions errors in the CMLs. Based on a dataset
of measurements taken from operational cellular backhaul
networks and meteorological measurements, and using long

Paper Details

Authors:
Hagit Messer
Submitted On:
2 July 2018 - 11:34am
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poster-sam2018.pdf

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[1] Hagit Messer, "WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3349. Accessed: Jul. 16, 2018.
@article{3349-18,
url = {http://sigport.org/3349},
author = {Hagit Messer },
publisher = {IEEE SigPort},
title = {WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS},
year = {2018} }
TY - EJOUR
T1 - WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS
AU - Hagit Messer
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3349
ER -
Hagit Messer. (2018). WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS. IEEE SigPort. http://sigport.org/3349
Hagit Messer, 2018. WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS. Available at: http://sigport.org/3349.
Hagit Messer. (2018). "WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS." Web.
1. Hagit Messer. WET-DRY CLASSIFICATION USING LSTM AND COMMERCIALMICROWAVE LINKS [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3349

On Transmitter Polarization Optimization for Target Scattering Matrix Estimation

Paper Details

Authors:
Shuli Shi;Zhiwen Liu;Yougen Xu
Submitted On:
2 July 2018 - 3:49am
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poster_20180622.pdf

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[1] Shuli Shi;Zhiwen Liu;Yougen Xu, "On Transmitter Polarization Optimization for Target Scattering Matrix Estimation", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3346. Accessed: Jul. 16, 2018.
@article{3346-18,
url = {http://sigport.org/3346},
author = {Shuli Shi;Zhiwen Liu;Yougen Xu },
publisher = {IEEE SigPort},
title = {On Transmitter Polarization Optimization for Target Scattering Matrix Estimation},
year = {2018} }
TY - EJOUR
T1 - On Transmitter Polarization Optimization for Target Scattering Matrix Estimation
AU - Shuli Shi;Zhiwen Liu;Yougen Xu
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3346
ER -
Shuli Shi;Zhiwen Liu;Yougen Xu. (2018). On Transmitter Polarization Optimization for Target Scattering Matrix Estimation. IEEE SigPort. http://sigport.org/3346
Shuli Shi;Zhiwen Liu;Yougen Xu, 2018. On Transmitter Polarization Optimization for Target Scattering Matrix Estimation. Available at: http://sigport.org/3346.
Shuli Shi;Zhiwen Liu;Yougen Xu. (2018). "On Transmitter Polarization Optimization for Target Scattering Matrix Estimation." Web.
1. Shuli Shi;Zhiwen Liu;Yougen Xu. On Transmitter Polarization Optimization for Target Scattering Matrix Estimation [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3346

A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery


To strike a balance between energy efficiency and data quality control, this paper proposes a Neyman-Pearson type sensor censoring scheme for distributed sparse signal recovery via compressive-sensing based on wireless sensor networks. In the proposed approach, each sensor node employs a sparse sensing vector with known support for data compression, meanwhile enabling making local inference about the unknown support of the sparse signal vector of interest.

Paper Details

Authors:
Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang
Submitted On:
1 July 2018 - 1:04am
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SAM_2018_Poster_New.pdf

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[1] Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang, "A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3345. Accessed: Jul. 16, 2018.
@article{3345-18,
url = {http://sigport.org/3345},
author = {Jwo-Yuh Wu; Ming-Hsun Yang; and Tsang-Yi Wang },
publisher = {IEEE SigPort},
title = {A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery},
year = {2018} }
TY - EJOUR
T1 - A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery
AU - Jwo-Yuh Wu; Ming-Hsun Yang; and Tsang-Yi Wang
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3345
ER -
Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang. (2018). A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery. IEEE SigPort. http://sigport.org/3345
Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang, 2018. A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery. Available at: http://sigport.org/3345.
Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang. (2018). "A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery." Web.
1. Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang. A Neyman-Pearson Type Sensor Censoring Scheme for Compressive Distributed Sparse Signal Recovery [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3345

Learning Overcomplete Dictionaries from Markovian Data

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Submitted On:
30 June 2018 - 4:35am
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LEARNING OVERCOMPLETE DICTIONARIES FROM MARKOVIAN DATA

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[1] , "Learning Overcomplete Dictionaries from Markovian Data", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3344. Accessed: Jul. 16, 2018.
@article{3344-18,
url = {http://sigport.org/3344},
author = { },
publisher = {IEEE SigPort},
title = {Learning Overcomplete Dictionaries from Markovian Data},
year = {2018} }
TY - EJOUR
T1 - Learning Overcomplete Dictionaries from Markovian Data
AU -
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3344
ER -
. (2018). Learning Overcomplete Dictionaries from Markovian Data. IEEE SigPort. http://sigport.org/3344
, 2018. Learning Overcomplete Dictionaries from Markovian Data. Available at: http://sigport.org/3344.
. (2018). "Learning Overcomplete Dictionaries from Markovian Data." Web.
1. . Learning Overcomplete Dictionaries from Markovian Data [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3344

Unmixing of Absence Epileptic Seizures in GAERS

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Submitted On:
30 June 2018 - 4:37am
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Unmixing of Absence Epileptic Seizures in GAERS

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[1] , "Unmixing of Absence Epileptic Seizures in GAERS", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3343. Accessed: Jul. 16, 2018.
@article{3343-18,
url = {http://sigport.org/3343},
author = { },
publisher = {IEEE SigPort},
title = {Unmixing of Absence Epileptic Seizures in GAERS},
year = {2018} }
TY - EJOUR
T1 - Unmixing of Absence Epileptic Seizures in GAERS
AU -
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3343
ER -
. (2018). Unmixing of Absence Epileptic Seizures in GAERS. IEEE SigPort. http://sigport.org/3343
, 2018. Unmixing of Absence Epileptic Seizures in GAERS. Available at: http://sigport.org/3343.
. (2018). "Unmixing of Absence Epileptic Seizures in GAERS." Web.
1. . Unmixing of Absence Epileptic Seizures in GAERS [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3343

A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays

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Submitted On:
29 June 2018 - 1:35am
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SAM—poster.pdf

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[1] , "A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3341. Accessed: Jul. 16, 2018.
@article{3341-18,
url = {http://sigport.org/3341},
author = { },
publisher = {IEEE SigPort},
title = {A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays},
year = {2018} }
TY - EJOUR
T1 - A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays
AU -
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3341
ER -
. (2018). A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays. IEEE SigPort. http://sigport.org/3341
, 2018. A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays. Available at: http://sigport.org/3341.
. (2018). "A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays." Web.
1. . A Surveillance System for Drone Localization and Tracking Using Acoustic Arrays [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3341

DOA Estimation Using Amateur Drones Harmonic Acoustic Signals

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Submitted On:
29 June 2018 - 1:31am
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SAM_chaoqun.pdf

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[1] , "DOA Estimation Using Amateur Drones Harmonic Acoustic Signals", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3340. Accessed: Jul. 16, 2018.
@article{3340-18,
url = {http://sigport.org/3340},
author = { },
publisher = {IEEE SigPort},
title = {DOA Estimation Using Amateur Drones Harmonic Acoustic Signals},
year = {2018} }
TY - EJOUR
T1 - DOA Estimation Using Amateur Drones Harmonic Acoustic Signals
AU -
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3340
ER -
. (2018). DOA Estimation Using Amateur Drones Harmonic Acoustic Signals. IEEE SigPort. http://sigport.org/3340
, 2018. DOA Estimation Using Amateur Drones Harmonic Acoustic Signals. Available at: http://sigport.org/3340.
. (2018). "DOA Estimation Using Amateur Drones Harmonic Acoustic Signals." Web.
1. . DOA Estimation Using Amateur Drones Harmonic Acoustic Signals [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3340

Zhonghan Wang's poster

Paper Details

Authors:
Zhonghan Wang, Yaoliang Song, Tong Mu
Submitted On:
28 June 2018 - 11:22pm
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poster_wangzhonghan.pdf

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[1] Zhonghan Wang, Yaoliang Song, Tong Mu, "Zhonghan Wang's poster", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3339. Accessed: Jul. 16, 2018.
@article{3339-18,
url = {http://sigport.org/3339},
author = {Zhonghan Wang; Yaoliang Song; Tong Mu },
publisher = {IEEE SigPort},
title = {Zhonghan Wang's poster},
year = {2018} }
TY - EJOUR
T1 - Zhonghan Wang's poster
AU - Zhonghan Wang; Yaoliang Song; Tong Mu
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3339
ER -
Zhonghan Wang, Yaoliang Song, Tong Mu. (2018). Zhonghan Wang's poster. IEEE SigPort. http://sigport.org/3339
Zhonghan Wang, Yaoliang Song, Tong Mu, 2018. Zhonghan Wang's poster. Available at: http://sigport.org/3339.
Zhonghan Wang, Yaoliang Song, Tong Mu. (2018). "Zhonghan Wang's poster." Web.
1. Zhonghan Wang, Yaoliang Song, Tong Mu. Zhonghan Wang's poster [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3339

Restoration of Multilayered Single-Photon 3D LiDAR Images

Paper Details

Authors:
Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller
Submitted On:
28 June 2018 - 12:03pm
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HALIMI_SAM_2018_poster.pdf

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[1] Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller, "Restoration of Multilayered Single-Photon 3D LiDAR Images", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3338. Accessed: Jul. 16, 2018.
@article{3338-18,
url = {http://sigport.org/3338},
author = {Abderrahim Halimi; Ximing Ren; Aongus McCarthy; Stephen McLaughlin; G. S. Buller },
publisher = {IEEE SigPort},
title = {Restoration of Multilayered Single-Photon 3D LiDAR Images},
year = {2018} }
TY - EJOUR
T1 - Restoration of Multilayered Single-Photon 3D LiDAR Images
AU - Abderrahim Halimi; Ximing Ren; Aongus McCarthy; Stephen McLaughlin; G. S. Buller
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3338
ER -
Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller. (2018). Restoration of Multilayered Single-Photon 3D LiDAR Images. IEEE SigPort. http://sigport.org/3338
Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller, 2018. Restoration of Multilayered Single-Photon 3D LiDAR Images. Available at: http://sigport.org/3338.
Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller. (2018). "Restoration of Multilayered Single-Photon 3D LiDAR Images." Web.
1. Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Stephen McLaughlin, G. S. Buller. Restoration of Multilayered Single-Photon 3D LiDAR Images [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3338

Advanced Hybrid Beamforming Design for MIMO Systems


One of the fundamental problems for hybrid beamformer design in MIMO systems is that, in Singular-Value-Decomposition (SVD) based beamforming, the analog beamformer is limited to constant modulus. In order to solve this issue, an algorithm is proposed in this paper. Specifically, the parallel data streams are expressed mathematically, and then the math expression of the analog beamformer is achieved through maximizing the power of desired data streams while minimizing the power of interference.

Paper Details

Authors:
Mehdi M. Molu
Submitted On:
28 June 2018 - 10:57am
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Advanced Hybrid Beamforming Design for MIMO Systems.pdf

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[1] Mehdi M. Molu, "Advanced Hybrid Beamforming Design for MIMO Systems", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3337. Accessed: Jul. 16, 2018.
@article{3337-18,
url = {http://sigport.org/3337},
author = {Mehdi M. Molu },
publisher = {IEEE SigPort},
title = {Advanced Hybrid Beamforming Design for MIMO Systems},
year = {2018} }
TY - EJOUR
T1 - Advanced Hybrid Beamforming Design for MIMO Systems
AU - Mehdi M. Molu
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3337
ER -
Mehdi M. Molu. (2018). Advanced Hybrid Beamforming Design for MIMO Systems. IEEE SigPort. http://sigport.org/3337
Mehdi M. Molu, 2018. Advanced Hybrid Beamforming Design for MIMO Systems. Available at: http://sigport.org/3337.
Mehdi M. Molu. (2018). "Advanced Hybrid Beamforming Design for MIMO Systems." Web.
1. Mehdi M. Molu. Advanced Hybrid Beamforming Design for MIMO Systems [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3337

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