TY - JOUR
T1 - On the Spectrum of OTFS/VOFDM Signals
T2 - PSD Analysis and Bandwidth Allocation
AU - Wang, Wei
AU - Xia, Xiang Gen
N1 - Publisher Copyright:
© 2002-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - Orthogonal time frequency space (OTFS)/vector OFDM (VOFDM) is widely regarded as a promising waveform for next-generation mobile communications. However, its spectral characteristics are not yet fully understood. The bandwidth allocation scheme, which is crucial for OTFS's integration into practical wireless standards, also remains unexplored. In this paper, we investigate the spectral characteristics of OTFS signals by analyzing their power spectral density (PSD). We demonstrate that the PSD of discrete-time OTFS signals is periodic with a period of 1/MTs, where M is the size of the time/Doppler domain in OTFS, a.k.a., the vector size in VOFDM, and Ts is the sampling interval length of digital to analog converter (DAC), resulting in M identical spectral components within the spectral range [-1/2Ts, 1/2Ts) of the continuous-time OTFS signal. The periodicity makes bandwidth allocation for OTFS/VOFDM signaling substantially challenging. Furthermore, we establish a relationship between the PSD of OFDM signals and that of OTFS signals, revealing that, when the information symbols are independent, the PSD of OTFS signals is equal to the sum of the PSDs of the component-expanded OFDM (CEP-OFDM) signals. Lastly, we derive a relationship between the information symbols and the corresponding OTFS spectrum, and based on which, we propose a null-space-based linear precoding (NSLP) method for OTFS signals to enable flexible bandwidth allocation. Numerical results validate our analytical results regarding the PSD of OTFS signals and show the effectiveness of our proposed NSLP method in tailoring the spectrum of OTFS signals.
AB - Orthogonal time frequency space (OTFS)/vector OFDM (VOFDM) is widely regarded as a promising waveform for next-generation mobile communications. However, its spectral characteristics are not yet fully understood. The bandwidth allocation scheme, which is crucial for OTFS's integration into practical wireless standards, also remains unexplored. In this paper, we investigate the spectral characteristics of OTFS signals by analyzing their power spectral density (PSD). We demonstrate that the PSD of discrete-time OTFS signals is periodic with a period of 1/MTs, where M is the size of the time/Doppler domain in OTFS, a.k.a., the vector size in VOFDM, and Ts is the sampling interval length of digital to analog converter (DAC), resulting in M identical spectral components within the spectral range [-1/2Ts, 1/2Ts) of the continuous-time OTFS signal. The periodicity makes bandwidth allocation for OTFS/VOFDM signaling substantially challenging. Furthermore, we establish a relationship between the PSD of OFDM signals and that of OTFS signals, revealing that, when the information symbols are independent, the PSD of OTFS signals is equal to the sum of the PSDs of the component-expanded OFDM (CEP-OFDM) signals. Lastly, we derive a relationship between the information symbols and the corresponding OTFS spectrum, and based on which, we propose a null-space-based linear precoding (NSLP) method for OTFS signals to enable flexible bandwidth allocation. Numerical results validate our analytical results regarding the PSD of OTFS signals and show the effectiveness of our proposed NSLP method in tailoring the spectrum of OTFS signals.
KW - OTFS
KW - PSD
KW - VOFDM
KW - bandwidth allocation
KW - component-expanded OFDM
UR - https://www.scopus.com/pages/publications/105032903077
U2 - 10.1109/TWC.2026.3671303
DO - 10.1109/TWC.2026.3671303
M3 - Article
AN - SCOPUS:105032903077
SN - 1536-1276
VL - 25
SP - 13685
EP - 13697
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
ER -