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Zak-OTFS: Pulse Shaping and the Tradeoff between Time/Bandwidth Expansion and Predictability
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The Zak-OTFS input/output (I/O) relation is predictable and non-fading when the delay and Doppler periods are greater than the effective channel delay and Doppler spreads, a condition which we refer to as the crystallization condition. When the crystallization condition is satisfied, we describe how to integrate sensing and communication within a single Zak-OTFS subframe by transmitting a pilot in the center of the subframe and surrounding the pilot with a pilot region and guard band to mitigate interference between data symbols and pilot. At the receiver we first read off the effective channel taps within the pilot region, and then use the estimated channel taps to recover the data from the symbols received outside the pilot region. We introduce a framework for filter design in the delay-Doppler (DD) domain where the symplectic Fourier transform connects aliasing in the DD domain (predictability of the I/O relation) with time/bandwidth expansion. The choice of pulse shaping filter determines the fraction of pilot energy that lies outside the pilot region and the degradation in BER performance that results from the interference to data symbols. We demonstrate that Gaussian filters in the DD domain provide significant improvements in BER performance over the sinc and root raised cosine filters considered in previous work. We also demonstrate that, by limiting DD domain aliasing, Gaussian filters extend the region where the crystallization condition is satisfied. The Gaussian filters considered in this paper are a particular case of factorizable pulse shaping filters in the DD domain, and this family of filters may be of independent interest.
Forward citations
Cited by 5 Pith papers
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Zak-OTFS Based Coded Random Access for Uplink mMTC
A delay-Doppler Zak-OTFS coded random access scheme achieves lower packet loss than OFDM for uplink massive IoT under high mobility in simulations.
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Zak-OTFS based Multiuser Uplink in Doubly-Spread Channels
A delay-Doppler pulse-shaping phase ramp shifts each Zak-OTFS user's signal into its own time-frequency slot, and simulations show multiuser uplink performance matching single-user performance without guard bands.
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A Gaussian-Sinc Pulse Shaping Filter for Zak-OTFS
A Gaussian-sinc pulse shaping filter for Zak-OTFS combines sinc nulls with Gaussian sidelobe suppression and is reported to improve BER by 4 to 6 dB in simulations.
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Differential Communication in Channels with Mobility and Delay Spread using Zak-OTFS
In Zak-OTFS, the cross-ambiguity of received and transmitted random data is approximately the channel, so detected data can replace periodic pilots and enable pilot-free differential detection.
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Waveform for Next Generation Communication Systems: Comparing Zak-OTFS with OFDM
Zak-OTFS outperforms CP-OFDM in effective spectral efficiency for doubly-spread channels, with the largest gains (more than 2x) in high mobility plus large cell scenarios.
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