Bibliography: Chirplet Sync Decoder

Mirrored copies live under research/chirplet-sync-decoder/mirrors/.

Controlled Chirp / Symbol Decoding

  • H. Hannuna et al., “ChirpMu: Chirp Signal-Based Low-Power Wide-Area Networks,” IWQoS 2021.
    Source: https://hhannuaa.gitlab.io/papers/iwqos_chirpmu_2021.pdf
    Mirror: mirrors/chirpmu-iwqos-2021.pdf
    Relevance: Uses FFT-band energy over chirp-like symbols and explicitly treats STFT/Hough-style chirp decoding as too complex for constrained devices.

  • J. Zhang et al., “ChirpTransformer: Versatile LoRa Encoding for Low-Power Wide-Area IoT,” MobiSys 2024.
    Source: https://cse.msu.edu/~caozc/papers/mobisys24-ren.pdf
    Mirror: mirrors/chirptransformer-mobisys-2024.pdf
    Relevance: LoRa-style chirp communication reference for dechirp/FFT symbol detection and chirp-symbol manipulation.

  • D. Vasisht et al., “Choir: Decoding Multiple Transmitters Simultaneously,” SIGCOMM 2017.
    Source: https://users.ece.cmu.edu/~oyagan/Conferences/SIGCOMM2017.pdf
    Mirror: mirrors/choir-sigcomm-2017.pdf
    Relevance: Demonstrates chirp collision/separation ideas in the LoRa family; useful for future multi-emitter or interference-aware timing beacons.

Chirplet Transform / Matching Pursuit

  • J. Cui and W. Wong, “The Adaptive Chirplet Transform and Visual Evoked Potentials,” 2017.
    Source: https://arxiv.org/pdf/1709.08328
    Mirror: mirrors/mpact-biosignal-adaptive-chirplet-transform-1709.08328.pdf
    Relevance: Shows the dictionary/matching-pursuit family of chirplet analysis. Useful as a warning: it is expressive, but analysis-oriented and heavier than a controlled sync beacon should be.

  • J. Cui, “MPACT: Matching Pursuit Adaptive Chirplet Transform.”
    Source: https://github.com/jiecui/mpact
    Mirrors: mirrors/mpact-github.html, mirrors/mpact-readme.md
    Relevance: Code reference for adaptive chirplet matching-pursuit structure; not a realtime sync decoder architecture.

  • L. Mann and S. Haykin, “The Chirplet Transform: Physical Considerations,” overviewed by later sources.
    Source: https://en.wikipedia.org/wiki/Chirplet_transform
    Mirror: mirrors/chirplet-transform-wikipedia.html
    Relevance: Defines the canonical chirplet transform as projection onto chirplet atoms. This legitimizes matched filtering, but does not make dense sliding dictionary search the right machine for Mimir.

Fast Chirplet / Detection Notes