Generalized Two-Dimensional Index Modulation in the Code-Spatial Domain for LPWAN
Abstract
Low-power wide-area networks (LPWANs) are crucial for large-scale Internet of Things (IoT) applications, yet they face increasing demands for higher data rates, improved reliability, and enhanced energy efficiency under stringent hardware constraints. To address these challenges, this paper introduces a generalized code-index modulation (CIM) transceiver that employs multiple-antenna index modulation (IM). The transmitter integrates spatial modulation (SM), space-time block coding (STBC), and CIM into a unified two-dimensional (2D) coding structure, where the spreading sequences -- realized via continuous phase modulation with spread spectrum (CPM-SS), chirp spread spectrum, or Zadoff-Chu sequences -- serve as spreading codes. Three specific schemes are proposed: SM-CIM, STBC-SM-CIM, and an enhanced STBC-SM-CIM (ESTBC-SM-CIM), designed to jointly improve data rate and energy efficiency. Closed-form expressions for the average bit error probability are derived, and system performance is analyzed in terms of data rate, energy efficiency, and computational complexity. Simulation results show that the proposed designs consistently outperform benchmark schemes, demonstrating their potential for enabling high-data-rate, energy-efficient LPWAN and IoT communications.
Cite
@article{arxiv.2604.21812,
title = {Generalized Two-Dimensional Index Modulation in the Code-Spatial Domain for LPWAN},
author = {Long Yuan and Wenkun Wen and Junlin Liu and Peiran Wu and Minghua Xia},
journal= {arXiv preprint arXiv:2604.21812},
year = {2026}
}
Comments
14 pages, 12 figures, 4 tables. To appear in IEEE TCOM