학술논문

Near-Optimal Efficient MIMO Receiver for Miniature UAV-IoT Communications
Document Type
Periodical
Source
IEEE Open Journal of Vehicular Technology IEEE Open J. Veh. Technol. Vehicular Technology, IEEE Open Journal of. 5:496-506 2024
Subject
Communication, Networking and Broadcast Technologies
Transportation
MIMO communication
Symbols
Detectors
Channel estimation
Autonomous aerial vehicles
Internet of Things
Antennas
Unmanned aerial vehicle (UAV)
fading
diversity
sixth generation (6G)
MIMO
Internet of Things (IoT)
wireless sensor network (WSN)
Language
ISSN
2644-1330
Abstract
This article proposes a novel Direct Detection (DD) scheme for multiple-input multiple-output (MIMO) unmanned aerial vehicle (UAV) communications where tedious, slow, and computationally demanding channel state information (CSI) estimation and detection processes are not required. The proposed detection scheme is achieved by exploiting the frequency and/or temporal correlation among the transmitted signals to directly extract the information symbols from the received signals. The results obtained show that the proposed scheme offers a significant advantage of approximately 15 dB performance gain compared to conventional linear detection schemes, even when such schemes are using perfect CSI. Furthermore, the proposed detection algorithm can be efficiently implemented using the Viterbi Algorithm, or its variants, to achieve further complexity reduction.