Joint Energy-Based Optimization of Binary Offloading Decisions and Communication Resources in TDMA Systems, via Dynamic Programming

This work addresses the problem of jointly optimizing the binary offloading decision making and the communication resource allocation for a system using time-division multiple access (TDMA). The goal is to minimize the cost of the energy expended by all devices, while meeting individual deadlines and power budget constraints. Prior work addressing this problem proposed a suboptimal solution. We show that the problem can be solved globally optimally using an efficient dynamic programming algorithm.

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Published
2025-03-12
DOI
https://doi.org/10.1109/icassp49660.2025.10889215
Primary Topic
Advanced MIMO Systems Optimization
Type
article
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article

Joint Energy-Based Optimization of Binary Offloading Decisions and Communication Resources in TDMA Systems, via Dynamic Programming

Ruilin Ji, Sorina Dumitrescu
Advanced MIMO Systems Optimization
article

Joint Energy-Based Optimization of Binary Offloading Decisions and Communication Resources in TDMA Systems, via Dynamic Programming

Ruilin Ji, Sorina Dumitrescu
article en

Abstract

This work addresses the problem of jointly optimizing the binary offloading decision making and the communication resource allocation for a system using time-division multiple access (TDMA). The goal is to minimize the cost of the energy expended by all devices, while meeting individual deadlines and power budget constraints. Prior work addressing this problem proposed a suboptimal solution. We show that the problem can be solved globally optimally using an efficient dynamic programming algorithm.

McMaster University (CA)
Affordable and clean energy
Openalex Percentile: Top 97%
Advanced MIMO Systems Optimization
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