Interpretation of Negative Group Delay (NGD) phenomenon in both the time and frequency domains, is demonstrated
in the plots above. The first two plots are in the time-domain, for a Gaussian-modulated pulse. The first plot shows a
pulse with its turn-on/off instants far away from the pulse peak, whereas the second plot demonstrates an effect of
increasing transients magnitudes of the NGD output waveform, as turn-on/off times get closer to the peak (it is an
undesired trade-off). The second two plots show frequency domain magnitude and phase characteristics of an NGD medium
comprised of cascaded identical resonator stages, as the number of stages increases (out-of-band gain magnitude
increases, as well as the phase characteristic in-band slope). As the number of resonators increase, their individual
bandwidths are adjusted so the overall bandwidth stays the same for each case.
In the time domain, the peak of an amplitude-modulated pulse waveform propagated through an NGD medium will
appear at the output of the medium before it enters the input. This seemingly abnormal propagation does not violate
causality, since the pulse turn-on and turn-off parts propagate normally, with a delay (at the speed of light or slower).
It is only the steady state part of the pulse (for example a Gaussian pulse) that gets reshaped by the NGD medium in such
manner that the pulse peak at the output precedes the input pulse peak.
    Time-domain NGD trade-offs are:
    - Amplitude of transients associated with turn-on and turn-off (tail) parts of the pulse
    - Distortion of steady-state part of the pulse, due to reshaping
In the frequency domain, amplitude characteristic has its minimum at the center frequency, and phase
characteristic has a postive slope within the NGD band (group delay, as a negative derivative of the phase characteristic,
is therefore negative).
    Frequency-domain NGD trade-offs are:
    - Out-of-band gain (amplitude characteristic has a minimum at the center frequency), equivalent to
time-domain        pulse turn-on/off parts transient amplitudes
    - Amplitude and/or phase distortion, equivalent to time-domain distortion of the pulse steady-state
part
Optimized designs attempt to maximize the time-domain relative NGD (pulse advancement relative to pulse
duration), or NGD-bandwidth product in the frequency domain, while keeping the above listed trade-offs below some
predefined acceptable levels.
Applications of NGD filters and devices include:
     - delay compensation (or even advancement) in signal transmission involving pulse waveforms
     - beam-squint minimization in phased-array antennas, by the virtue of flattening the phase
characteristic slopes
        of delay lines between array elements, so the delay in electrical degrees is virtually
constant for all frequencies
        within the bandwidth
     - wideband delay compensation in electromagnetic cloaking media
Several pertinent publications based (and expanding) on the work found in the
Ph.D. thesis by Miodrag Kandic are listed
below:
• M. Kandic and G.E. Bridges, "Limits of Negative Group Delay Phenomenon in Linear Causal Media", Progress in Electromagnetics Research (PIER), 2013
• M. Kandic and G.E. Bridges, "Asymptotic Limits of Negative Group Delay in Active Resonator-Based Distributed Circuits", IEEE Transactions on Circuits and Systems I (TCAS), 2011
• M. Kandic and G.E. Bridges, "Bilateral Gain-Compensated Negative Group Delay Circuit", IEEE Microwave and Wireless Components Letters (MWCL), 2011
For any comments, questions or inquiries, you can email Miodrag Kandic by clicking here.