Record link: 
http://hdl.handle.net/20.500.12708/177605
-
Title: 
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions
en
Citation: 
Liu, W., Haardt, M., Greco, M., Mecklenbräuker, C. F., & Willett, P. (2023). Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions. IEEE Signal Processing Magazine, 40(4), 80–91. https://doi.org/10.1109/MSP.2023.3258060
-
Publisher DOI: 
10.1109/MSP.2023.3258060
-
Publication Type: 
Article - Review Article
en
Language: 
English
-
Authors: 
Liu, Wei 
Haardt, Martin 
Greco, Maria 
Mecklenbräuker, Christoph F. 
Willett, Peter 
-
Organisational Unit: 
E389-02 - Forschungsbereich Wireless Communications 
E389 - Institute of Telecommunications 
-
Journal: 
IEEE Signal Processing Magazine 
-
ISSN: 
1053-5888
-
Date (published): 
Jun-2023
-
Number of Pages: 
12
-
Publisher: 
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
-
Peer reviewed: 
Yes
-
Keywords: 
Sensor Array; Signal Processing; Multichannel
en
Abstract: 
In this article, a general introduction to the area of sensor array and multichannel signal processing is provided, including associated activities of the IEEE Signal Processing Society (SPS) Sensor Array and Multichannel (SAM) Technical Committee (TC). The main technological advances in five SAM subareas made in the past 25 years are then presented in detail, including beamforming, direction-of-arrival (DOA) estimation, sensor location optimization, target/source localization based on sensor arrays, and multiple-input multiple-output (MIMO) arrays. Six recent developments are also provided at the end to indicate possible promising directions for future SAM research, which are graph signal processing (GSP) for sensor networks; tensor-based array signal processing, quaternion-valued array signal processing, 1-bit and noncoherent sensor array signal processing, machine learning and artificial intelligence (AI) for sensor arrays; and array signal processing for next-generation communication systems.
en
Research Areas: 
Telecommunication: 50%
Sensor Systems: 50%
-
Science Branch: 
2020 - Elektrotechnik, Elektronik, Informationstechnik: 100%
-
Appears in Collections:
Article

Show full item record

Page view(s)

111
checked on Dec 1, 2023

Download(s)

9
checked on Dec 1, 2023

Google ScholarTM

Check