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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

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