In multipath environments, signals often take multiple paths to reach the receiver, causing reflections and interference. One effective technique to mitigate these effects is time gating, which isolates the direct path signal using a short pulse and a carefully selected window.
Signal Model for Time-Gated Systems
The received signal is modeled as:
y(t) = h(t) * s(t) + w(t)
- h(t): Combined impulse response of the transducer
- s(t): Transmitted short pulse of duration Ts
- w(t): Additive white Gaussian noise (AWGN)
- *: Convolution operator
Time Gating to Suppress Multipath Reflections
To isolate only the direct path, the received signal is gated using a rectangular window:
ygated(t) = rectT(t − T/2) · y(t)
rectT(t − T/2)
: A rectangular window of width T- T: Window duration, selected to exclude reflected signals arriving after time Tr
Time Gate Design Criteria
- Avoiding reflections: Choose
T < Tr
, whereTr = Ts + Th
- Capturing the complete signal: For accurate system identification,
T ≥ Ts + Th
- Trade-off: If
T < Ts + Th
, transfer function estimation becomes inaccurate
Frequency-Domain Estimation
By applying the Fourier Transform to the gated signal:
- Ĥ(ω): Estimated system frequency response
- Even without noise, time gating introduces distortion in Ĥ(ω)
- Estimation error
|Ĥ(ω) − H(ω)|
decreases with larger window T — but longer windows may include unwanted reflections
Impulse Excitation vs. Realistic Pulses
- An ideal impulse (
Ts = 0
) minimizes signal duration and maximizes isolation from reflections - But ideal impulses require infinite bandwidth and power, making them non-physical
- Practical solution: Use short, finite-energy pulses to balance resolution and realizability
Energy Considerations and Trade-offs
If Tr > Th
, choose pulse duration as:
Ts = Tr − Th
With a finite peak amplitude Amax
, maximum signal energy is:
Emax = Amax2 · Ts
σ2
: Noise power- ENR (Energy-to-Noise Ratio):
ENR = Emax / σ2
Accuracy vs. Energy Trade-off
- MSE (Mean Squared Error) of the system response estimation decreases with higher ENR
- However, short pulses with limited energy may lead to high estimation error
- To improve accuracy:
- Increase pulse duration
Ts
- Maintain a narrow autocorrelation width for good resolution
- Increase pulse duration
Conclusion
The time-gated short pulse method offers a powerful approach for reducing multipath effects in wireless and underwater communication systems. However, careful trade-offs between pulse duration, energy, and gating window are essential to achieve accurate system identification without including reflections.