Compressed Sensing Techniques for Wireless Sensor Networks

Project Information

COMPRESS NETS

Grant agreement ID: 793402

DOI 10.3030/793402

Project closed

EC signature date 3 April 2018

Start date 1 January 2019

End date 31 December 2020

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 185 857,20

EU contribution € 185 857,20

Coordinated by

LINKOPINGS UNIVERSITET
Sweden

Publications

Conference proceedings (14)

Quantized Compressed Sensing via Deep Neural Networks

Author(s): Markus Leinonen, Marian Codreanu
Published in: 2020 2nd 6G Wireless Summit (6G SUMMIT), Issue 17-20 March 2020, 2020, Page(s) 1-5, ISBN 978-1-7281-6047-4
Publisher: IEEE
DOI: 10.1109/6gsummit49458.2020.9083783

Practical Compression Methods for Quantized Compressed Sensing

Author(s): Markus Leinonen, Marian Codreanu, Markku Juntti
Published in: IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Issue 29 April-2 May 2019, 2019, Page(s) 756-761, ISBN 978-1-7281-1878-9
Publisher: IEEE
DOI: 10.1109/infcomw.2019.8845224

Average Age of Information in a Multi-Source M/M/1 Queueing Model with LCFS Prioritized Packet Management

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Issue 6-9 July 2020, 2020, Page(s) 303-308, ISBN 978-1-7281-8695-5
Publisher: IEEE
DOI: 10.1109/infocomwkshps50562.2020.9162681

Average Age of Information for a Multi-Source M/M/1 Queueing Model with Packet Management and Self-Preemption in Service

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), Issue 15-19 June 2020, 2020
Publisher: IEEE

Age-Aware Status Update Control for Energy Harvesting IoT Sensors via Reinforcement Learning

Author(s): Mohammad Hatami, Mojtaba Jahandideh, Markus Leinonen, Marian Codreanu
Published in: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, Issue 31 Aug.-3 Sept. 2020, 2020, Page(s) 1-6, ISBN 978-1-7281-4490-0
Publisher: IEEE
DOI: 10.1109/pimrc48278.2020.9217302

An Approximate Expression for the Average AoI in a Multi-Source M/G/1 Queueing Model

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2020 2nd 6G Wireless Summit (6G SUMMIT), Issue 17-20 March 2020, 2020, Page(s) 1-5, ISBN 978-1-7281-6047-4
Publisher: IEEE
DOI: 10.1109/6gsummit49458.2020.9083844

Average Age of Information for a Multi-Source M/M/1 Queueing Model With Packet Management

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2020 IEEE International Symposium on Information Theory (ISIT), Issue 21-26 June 2020, 2020, Page(s) 1765-1769, ISBN 978-1-7281-6432-8
Publisher: IEEE
DOI: 10.1109/isit44484.2020.9174099

Worst Case Analysis of Age of Information in a Shared-Access Channel

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2019 16th International Symposium on Wireless Communication Systems (ISWCS), Issue 27-30 Aug. 2019, 2019
Publisher: IEEE
DOI: 10.1109/iswcs.2019.8877239

Online Caching Policy with User Preferences and Time-Dependent Requests: A Reinforcement Learning Approach

Author(s): Mohammad Hatami, Markus Leinonen, Marian Codreanu
Published in: 2019 53rd Asilomar Conference on Signals, Systems, and Computers, Issue 3-6 Nov. 2019, 2019
Publisher: IEEE
DOI: 10.1109/ieeeconf44664.2019.9048832

An Exact Expression for the Average AoI in a Multi-Source M/M/1 Queueing Model

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, Issue 31 Aug.-3 Sept. 2020, 2020, Page(s) 1-6, ISBN 978-1-7281-4490-0
Publisher: IEEE
DOI: 10.1109/pimrc48278.2020.9217386

Low Complexity Sparse Channel Estimation for Wideband mmWave Systems: Multi-Stage Approach

Author(s): Mojtaba Jahandideh; Mohammad Moltafet; Marian Codreanu; Matti Latva-Aho
Published in: 2019 IEEE Wireless Communications and Networking Conference (WCNC), Issue 15-18 April 2019, 2019
Publisher: IEEE
DOI: 10.1109/wcnc.2019.8885592

Power Minimization in Wireless Sensor Networks With Constrained AoI Using Stochastic Optimization

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu, Nikolaos Pappas
Published in: 2019 53rd Asilomar Conference on Signals, Systems, and Computers, Issue 3-6 Nov. 2019, 2019
Publisher: IEEE
DOI: 10.1109/ieeeconf44664.2019.9048692

Signal Reconstruction Performance Under Quantized Noisy Compressed Sensing

Author(s): Markus Leinonen, Marian Codreanu, Markku Juntti
Published in: 2019 Data Compression Conference (DCC), Issue 26-29 March 2019, 2019, Page(s) 586-586, ISBN 978-1-7281-0657-1
Publisher: IEEE
DOI: 10.1109/dcc.2019.00098

Closed-Form Expression for the Average Age of Information in a Multi-Source M/G/1 Queueing Model

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: 2019 IEEE Information Theory Workshop (ITW), Issue 25-28 Aug. 2019, 2019, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/itw44776.2019.8989346

Peer reviewed articles (8)

Worst Case Age of Information in Wireless Sensor Networks: A Multi-Access Channel

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: IEEE Wireless Communications Letters, Issue 9/3, 2020, Page(s) 321-325, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/lwc.2019.2953628

Dynamic radio resource allocation in wireless sensor networks for AoI-sensitive applications

Author(s): M. Moltafet, M. Leinonen, M. Codreanu, N. Pappas
Published in: IEEE Transactions on Communications, 2021, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers

Low-Complexity Vector Quantized Compressed Sensing via Deep Neural Networks

Author(s): Markus Leinonen, Marian Codreanu
Published in: IEEE Open Journal of the Communications Society, Issue 1, 2020, Page(s) 1278-1294, ISSN 2644-125X
Publisher: IEEE
DOI: 10.1109/ojcoms.2020.3020131

On the Age of Information in Multi-Source Queueing Models

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: IEEE Transactions on Communications, Issue 68/8, 2020, Page(s) 5003-5017, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2997414

Moment Generating Function of the AoI in a Two-Source System With Packet Management

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: IEEE Wireless Communications Letters, 2021, Page(s) 1-1, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/lwc.2020.3048628

Average AoI in Multi-Source Systems with Source-Aware Packet Management

Author(s): Mohammad Moltafet, Markus Leinonen, Marian Codreanu
Published in: IEEE Transactions on Communications, 2020, Page(s) 1-1, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.3036672

AoI minimization in status update control with energy harvesting sensors (submitted)

Author(s): M. Hatami, M. Leinonen, M. Codreanu
Published in: IEEE Transactions on Communications, 2021, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers

Compressive sensed video recovery via iterative thresholding with random transforms

Author(s): Evgeny Belyaev, Marian Codreanu, Markku Juntti, Karen Egiazarian
Published in: IET Image Processing, Issue 14/6, 2020, Page(s) 1187-1199, ISSN 1751-9659
Publisher: Institute of Electrical Engineers
DOI: 10.1049/iet-ipr.2019.0661

Monographic books (1)

Compressed Sensing with Applications in Wireless Networks

Author(s): Markus Leinonen, Marian Codreanu, Georgios B. Giannakis
Published in: Foundations and Trends® in Signal Processing, Issue 13/1-2, 2019, Page(s) 1-282, ISSN 1932-8346
Publisher: Now Publishers Inc.
DOI: 10.1561/2000000107