Over-the-Air Computation-Enabled Architecture for Low-Latency and Resource-Efficient Data Aggregation in Smart Firefighting Systems

This paper proposes a smart firefighting system empowered by Over-the-Air Computation to address the latency and resource constraints of traditional orthogonal multiple access architectures. By leveraging wireless channel superposition for in-transit data aggregation and employing a joint transceiver alternating optimization algorithm, the system achieves different throughput gains relative to the traditional ZigBee scheme for smart firefighting at different signal-to-noise ratios while maintaining a convergent MSE lower than that of the ZigBee-based scheme.

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Publication Details

Published
2025-05-09
DOI
https://doi.org/10.1109/cisce65916.2025.11065057
Primary Topic
Fire Detection and Safety Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Over-the-Air Computation-Enabled Architecture for Low-Latency and Resource-Efficient Data Aggregation in Smart Firefighting Systems

Haolong Wang, Seog Geun Kang, Xiangyu Cui, Jing Zhang
Fire Detection and Safety Systems
article

Over-the-Air Computation-Enabled Architecture for Low-Latency and Resource-Efficient Data Aggregation in Smart Firefighting Systems

Haolong Wang, Seog Geun Kang, Xiangyu Cui, Jing Zhang
article en

Abstract

This paper proposes a smart firefighting system empowered by Over-the-Air Computation to address the latency and resource constraints of traditional orthogonal multiple access architectures. By leveraging wireless channel superposition for in-transit data aggregation and employing a joint transceiver alternating optimization algorithm, the system achieves different throughput gains relative to the traditional ZigBee scheme for smart firefighting at different signal-to-noise ratios while maintaining a convergent MSE lower than that of the ZigBee-based scheme.

Henan University of Science and Technology (CN), Harbin Institute of Technology (CN)
Henan University
Decent work and economic growth
Openalex Percentile: Top 80%
Fire Detection and Safety Systems
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