A Low-Complexity LSTM Network to Realize Multibeam Beamforming

Hansaka Aluvihare; Carina Shanahan; Sirani M. Perera; Sivakumar Sivasankar; Umesha Kumarasiri; Arjuna Madanayake; Xianqi Li

doi:10.1109/WiSEE61249.2024.10850415

A Low-Complexity LSTM Network to Realize Multibeam Beamforming

Hansaka Aluvihare, Carina Shanahan, Sirani M. Perera, Sivakumar Sivasankar, Umesha Kumarasiri, Arjuna Madanayake, Xianqi Li

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	11-16
Number of pages	6
ISBN (Electronic)	9798350351118
DOIs	https://doi.org/10.1109/WiSEE61249.2024.10850415
State	Published - 2024
Externally published	Yes
Event	2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024 - Daytona Beach, United States Duration: Dec 16 2024 → Dec 18 2024

Publication series

Name	2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024

Conference

Conference	2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024
Country/Territory	United States
City	Daytona Beach
Period	12/16/24 → 12/18/24

ASJC Scopus Subject Areas

Hardware and Architecture
Artificial Intelligence
Computer Networks and Communications
Aerospace Engineering
Safety, Risk, Reliability and Quality
Instrumentation

Keywords

Complexity and Performance of Algorithms
LSTM
Low-complexity Networks
Multi-beam beamformers
Neural networks
Sparse Matrices
delay Vandermonde matrices
wireless communication

Access to Document

10.1109/WiSEE61249.2024.10850415

Cite this

Aluvihare, H., Shanahan, C., Perera, S. M., Sivasankar, S., Kumarasiri, U., Madanayake, A., & Li, X. (2024). A Low-Complexity LSTM Network to Realize Multibeam Beamforming. In 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024 (pp. 11-16). (2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WiSEE61249.2024.10850415

A Low-Complexity LSTM Network to Realize Multibeam Beamforming. / Aluvihare, Hansaka; Shanahan, Carina; Perera, Sirani M. et al.
2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 11-16 (2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Aluvihare, H, Shanahan, C, Perera, SM, Sivasankar, S, Kumarasiri, U, Madanayake, A & Li, X 2024, A Low-Complexity LSTM Network to Realize Multibeam Beamforming. in 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024. 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024, Institute of Electrical and Electronics Engineers Inc., pp. 11-16, 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024, Daytona Beach, United States, 12/16/24. https://doi.org/10.1109/WiSEE61249.2024.10850415

Aluvihare H, Shanahan C, Perera SM, Sivasankar S, Kumarasiri U, Madanayake A et al. A Low-Complexity LSTM Network to Realize Multibeam Beamforming. In 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 11-16. (2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024). doi: 10.1109/WiSEE61249.2024.10850415

Aluvihare, Hansaka ; Shanahan, Carina ; Perera, Sirani M. et al. / A Low-Complexity LSTM Network to Realize Multibeam Beamforming. 2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 11-16 (2024 IEEE International Conference on Wireless for Space and Extreme Environments, WiSEE 2024).

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A Low-Complexity LSTM Network to Realize Multibeam Beamforming

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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