Delay-Doppler modelling and performance analysis of RIS-assisted OTFS systems with modified Zak receiver for 6G wireless communications

Emerging wireless communication systems must function reliably in high-mobility environments where channels exhibit rapid time variations. Orthogonal Time Frequency Space (OTFS) modulation has recently emerged as a promising solution for its robustness in time-varying channels by representing signals in the delay-Doppler domain, while Reconfigurable Intelligent Surfaces (RIS) enable adaptive control of wireless propagation through passive beamforming. This paper proposes a joint RIS-assisted OTFS communication framework employing practical rectangular pulse shaping and incorporating fractional delay and Doppler effects to accurately model realistic wireless channels. The end-to-end input–output relationship is derived in the delay-Doppler domain, and two signal processing approaches are investigated: a conventional two-step transformation (time to frequency to delay-Doppler) and a direct one-step transformation using the Zak transform. Simulation results validate that integrating RIS with OTFS significantly improves communication performance in high-mobility scenarios (carrier frequency: 4 GHz, maximum Doppler shift: 1.2 kHz). The Zak transform-based method simplifies receiver design while enhancing detection accuracy, achieving a Bit Error Rate (BER) improvement from 9.4 × 10⁻³ to 3.1 × 10⁻³ at 10 dB SNR. The inclusion of fractional delay and Doppler components along with rectangular pulse shaping provides a realistic, implementable system model. This paper highlights the effectiveness of combining RIS and OTFS for robust, energy-efficient wireless communication in dynamic environments.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-08-27
DOI
https://doi.org/10.1038/s41598-026-68648-7
Primary Topic
PAPR reduction in OFDM
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Delay-Doppler modelling and performance analysis of RIS-assisted OTFS systems with modified Zak receiver for 6G wireless communications

Vivek Rajpoot, Maninder Singh, R. Anil Kumar
Scientific Reports
PAPR reduction in OFDM
article

Delay-Doppler modelling and performance analysis of RIS-assisted OTFS systems with modified Zak receiver for 6G wireless communications

Vivek Rajpoot, Maninder Singh, R. Anil Kumar
article en

Abstract

Emerging wireless communication systems must function reliably in high-mobility environments where channels exhibit rapid time variations. Orthogonal Time Frequency Space (OTFS) modulation has recently emerged as a promising solution for its robustness in time-varying channels by representing signals in the delay-Doppler domain, while Reconfigurable Intelligent Surfaces (RIS) enable adaptive control of wireless propagation through passive beamforming. This paper proposes a joint RIS-assisted OTFS communication framework employing practical rectangular pulse shaping and incorporating fractional delay and Doppler effects to accurately model realistic wireless channels. The end-to-end input–output relationship is derived in the delay-Doppler domain, and two signal processing approaches are investigated: a conventional two-step transformation (time to frequency to delay-Doppler) and a direct one-step transformation using the Zak transform. Simulation results validate that integrating RIS with OTFS significantly improves communication performance in high-mobility scenarios (carrier frequency: 4 GHz, maximum Doppler shift: 1.2 kHz). The Zak transform-based method simplifies receiver design while enhancing detection accuracy, achieving a Bit Error Rate (BER) improvement from 9.4 × 10⁻³ to 3.1 × 10⁻³ at 10 dB SNR. The inclusion of fractional delay and Doppler components along with rectangular pulse shaping provides a realistic, implementable system model. This paper highlights the effectiveness of combining RIS and OTFS for robust, energy-efficient wireless communication in dynamic environments.

Scientific Reports
Symbiosis International University (IN), Aditya Birla (India) (IN), Aditya University (IN), Vellore Institute of Technology University (IN)
Affordable and clean energy
Openalex Percentile: Top 19%
PAPR reduction in OFDM
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.