Prerequisites & Notation

Before You Begin

This chapter pivots from OTFS as a communications waveform to OTFS as a radar sensing waveform. The DD-domain machinery of Chapters 1-10 is the same; we now interpret the channel's DD structure as a target scene to be estimated. Classical radar theory (range-Doppler processing, ambiguity function) provides the analysis framework.

  • The DD channel as a sum of targets(Review OTFS Ch. 1)

    Self-check: Can you identify that h(τ,ν)h(\tau, \nu) encodes the scatterers' range-velocity coordinates?

  • OTFS transmit waveform(Review OTFS Ch. 6)

    Self-check: Do you know that the OTFS signal is a Gabor expansion on the critical DD lattice?

  • Fractional Doppler and BEM(Review OTFS Ch. 10)

    Self-check: Can you explain why fractional Doppler is the signal of interest in radar?

  • Classical radar: range and Doppler from matched filter(Review Telecom Ch. 29)

    Self-check: Do you recall that range resolution is c/(2W)c/(2W) and Doppler resolution is 1/T1/T?

  • Ambiguity function basics(Review Telecom Ch. 29)

    Self-check: Can you state the definition of the ambiguity function for a pulse s(t)s(t)?

Notation for This Chapter

Symbols introduced in this chapter.

SymbolMeaningIntroduced
As(τ,ν)A_s(\tau, \nu)Ambiguity function of the waveform s(t)s(t)s01
R,vR, vTarget range (meters) and velocity (m/s)s01
ΔR,Δv\Delta R, \Delta vRange and velocity resolution: ΔR=c/(2W),Δv=c/(2Tf0)\Delta R = c/(2W), \Delta v = c/(2 T f_0)s03
Rmax,vmaxR_{\max}, v_{\max}Unambiguous range and velocity: Rmax=cM/(2W),vmax=cN/(2Tf0)R_{\max} = c M/(2 W), v_{\max} = c N/(2 T f_0)s05
σR,σv\sigma_R, \sigma_vRange and velocity estimation errors (CRLB)s03
PSL\text{PSL}Peak sidelobe level — ambiguity function's largest non-zero-lag values02