Title: Mobile network data collection based on A2S-Det and DSANS algorithms

Authors: Zeyang Xu

Addresses: Department of Technology and Social Services, Hunan Sports Vocational College, Changsha, 410019, China

Abstract: Aiming at the problems of high energy consumption and delay in sensor data collection in mobile networks, the proposed optimisation algorithm in the research achieves the optimisation of energy consumption and delay through adaptive anchor point selection and detection, combined with the non-uniform step-size distributed sub-gradient algorithm. When the number of anchor points is 9, the energy consumption is as low as 1.63 J, and when the coverage parameter is 4, the transmission delay is as low as 125 s. The transmission delays of static and dynamic data collection in winter are 149 s and 123 s respectively, and the energy consumption is 0.48 J and 0.31 J. Under 200 nodes, the energy consumption of the algorithm is 1.51 J, which is superior to 1.99 J of the greedy algorithm. This algorithm effectively reduces latency and energy consumption and improves the efficiency of data acquisition in mobile networks.

Keywords: wireless sensor network; WSN; data collection; A2S-Det; DSANS; transmission delay; energy consumption.

DOI: 10.1504/IJSCC.2026.150320

International Journal of Systems, Control and Communications, 2026 Vol.17 No.1, pp.1 - 17

Received: 06 Dec 2024
Accepted: 19 Apr 2025
Published online: 09 Dec 2025 *

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