26.1.2.1 Transmission Issues, Modulation Issues

Chapter Contents (Back)
Modulation.

Torabi, M., Frigon, J.F., Sanso, B.,
Performance Analysis of Adaptive Modulation in Multiuser Selection Diversity Systems With OSTBC Over Time-Varying Channels,
SPLetters(19), No. 4, April 2012, pp. 211-214.
IEEE DOI 1203
BibRef

Hu, X.Y.[Xi-Yuan], Peng, S.[Silong], Hwang, W.L.[Wen-Liang],
Multicomponent AM-FM signal separation and demodulation with null space pursuit,
SIViP(7), No. 6, November 2013, pp. 1093-1102.
WWW Link. 1310
BibRef

Li, Y., Sha, X., Zheng, F.C., Wang, K.,
Low Complexity Equalization of HCM Systems with DPFFT Demodulation over Doubly-Selective Channels,
SPLetters(21), No. 7, July 2014, pp. 862-865.
IEEE DOI 1405
Computational complexity BibRef

Dosiek, L.,
Extracting Electrical Network Frequency From Digital Recordings Using Frequency Demodulation,
SPLetters(22), No. 6, June 2015, pp. 691-695.
IEEE DOI 1411
Digital recording BibRef

Bari, M., DoroslovaHcki, M.,
Simple Features for Separating CPFSK from QAM and PSK Modulations,
SPLetters(22), No. 5, May 2015, pp. 613-617.
IEEE DOI 1411
Binary phase shift keying BibRef

Liu, X.[Xiang], Kosakowski, M.,
Max-Log-MAP Soft Demapper with Logarithmic Complexity for M-PAM Signals,
SPLetters(22), No. 1, January 2015, pp. 50-53.
IEEE DOI 1410
computational complexity, quadrature amplitude modulation. BibRef

Xiao, L., Yang, P., Xiao, Y., Liu, J., Fan, S., Dong, B., Li, S.,
An Improved Soft-Input Soft-Output Detector for Generalized Spatial Modulation,
SPLetters(23), No. 1, January 2016, pp. 30-34.
IEEE DOI 1601
Complexity theory BibRef

Mohjazi, L., Muhaidat, S., Dianati, M.,
Performance Analysis of Differential Modulation in SWIPT Cooperative Networks,
SPLetters(23), No. 5, May 2016, pp. 620-624.
IEEE DOI 1604
Bit error rate simultaneous wireless information and power transfer. BibRef

Darsena, D., Gelli, G., Iudice, I., Verde, F.,
Second-Order Statistics of One-Sided CPM Signals,
SPLetters(24), No. 10, October 2017, pp. 1512-1516.
IEEE DOI 1710
CPM: continuous phase modulation, correlation methods, higher order statistics, signal representation, BibRef

Xu, Z., Yuan, W.,
Watermark BER and Channel Capacity Analysis for QPSK-Based RF Watermarking by Constellation Dithering in AWGN Channel,
SPLetters(24), No. 7, July 2017, pp. 1068-1072.
IEEE DOI 1706
Channel capacity, Constellation diagram, Demodulation, Error probability, Phase shift keying, Radio frequency, Watermarking, Channel capacity, constellation dithering (CD), quadrature phase shift keying (QPSK), radio, frequency, (RF), watermarking BibRef

Ali, A., Yangyu, F.,
Automatic Modulation Classification Using Deep Learning Based on Sparse Autoencoders With Nonnegativity Constraints,
SPLetters(24), No. 11, November 2017, pp. 1626-1630.
IEEE DOI 1710
modulation, signal classification, signal reconstruction, ANC, BibRef

Zhang, H.[Heng], Li, Y.J.[Yong-Jun], Guan, W.P.[Wei-Peng], Li, J.Y.[Jing-Yi], Zheng, J.H.[Jie-Heng], Zhang, X.J.[Xin-Jie],
The optical fringe code modulation and recognition algorithm based on visible light communication using convolutional neural network,
SP:IC(75), 2019, pp. 128-140.
Elsevier DOI 1906
Visual communication, Image communication, RGB-LED, Optical fringe code (LED-OFC), Modulation and recognition BibRef

Bai, G., Cheng, Y., Tang, W., Li, S.,
Chirp Rate Estimation for LFM Signal by Multiple DPT and Weighted Combination,
SPLetters(26), No. 1, January 2019, pp. 149-153.
IEEE DOI 1901
chirp modulation, discrete transforms, frequency estimation, frequency modulation, interpolation, mean square error methods, discrete polynomial phase transform BibRef

Li, R.D.[Run-Dong], Song, C.T.[Cheng-Tian], Song, Y.X.[Yu-Xuan], Hao, X.J.[Xiao-Jun], Yang, S.Y.[Shu-Yuan], Song, X.Y.[Xi-Yu],
Deep geometric convolutional network for automatic modulation classification,
SIViP(14), No. 6, September 2020, pp. 1199-1205.
Springer DOI 2008
BibRef

E-Asim, F.[Fazal], de Almeida, A.L.F.[André L. F.], Haardt, M.[Martin], Cavalcante, C.C.[Charles C.], Nossek, J.A.[Josef A.],
Rank-One Detector for Kronecker-Structured Constant Modulus Constellations,
SPLetters(27), 2020, pp. 1420-1424.
IEEE DOI 2009
Detectors, Encoding, Tensile stress, Binary phase shift keying, Decoding, Fading channels, Kronecker coding, Gaussian approximation BibRef

Clarkson, I.V.L., Sirianunpiboon, S., Howard, S.D.,
Frequency Estimation in Coherent, Periodic Pulse Trains,
SPLetters(27), 2020, pp. 1415-1419.
IEEE DOI 2009
Frequency estimation, Shape, Signal to noise ratio, Coherence, Frequency modulation, Estimation, Transmitters, Doppler radar, radar measurements BibRef

Wang, M.Y.[Meng-Yang], Li, J.H.[Jia-Hui], Ma, M.Y.[Meng-Yao], Fan, X.P.[Xiao-Peng],
Constellation Design for Deep Joint Source-Channel Coding,
SPLetters(29), 2022, pp. 1442-1446.
IEEE DOI 2207
Quadrature amplitude modulation, Quantization (signal), Channel coding, Receivers, Computational modeling, deep joint source-channel coding BibRef

Ma, J.G.[Jian-Gang], Yang, Y.K.[Yi-Kang], Ye, L.Y.[Lv-Yang], Deng, L.Y.[Ling-Yu], Li, H.N.[Heng-Nian],
Dual-Sideband Constant-Envelope Frequency-Hopping Binary Offset Carrier Multiplexing Modulation for Satellite Navigation,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Liu, Y.T.[Yang-Tian], Yan, X.P.[Xiao-Peng], Hao, X.H.[Xin-Hong], Yi, G.H.[Guang-Hua], Huang, D.K.[Ding-Kun],
Automatic Modulation Recognition of Radiation Source Signals Based on Data Rearrangement and the 2D FFT,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
BibRef

Yang, Y.[Yang], Cheng, Y.Q.[Yong-Qiang], Wu, H.[Hao], Yang, Z.[Zheng], Wang, H.Q.[Hong-Qiang],
Parametric Instantaneous Frequency Estimation via PWSR with Adaptive QFM Dictionary,
SPLetters(30), 2023, pp. 738-742.
IEEE DOI 2307
Estimation, Frequency modulation, Dictionaries, Vibrations, Adaptation models, Frequency estimation, Trajectory, time-frequency distribution BibRef

Zhang, D.[Duona], Lu, Y.Y.[Yuan-Yao], Li, Y.D.[Yun-Dong], Ding, W.R.[Wen-Rui], Zhang, B.C.[Bao-Chang], Xiao, J.[Jing],
Frequency learning attention networks based on deep learning for automatic modulation classification in wireless communication,
PR(137), 2023, pp. 109345.
Elsevier DOI 2302
Frequency learning, Attention mechanism, Automatic modulation classification, Wireless communication BibRef

Xiao, J.[Jing], Wang, Y.F.[Yu-Feng], Zhang, D.[Duona], Ma, Q.Y.[Qin-Yan], Ding, W.R.[Wen-Rui],
Multiscale Correlation Networks Based on Deep Learning for Automatic Modulation Classification,
SPLetters(30), 2023, pp. 633-637.
IEEE DOI 2306
Correlation, Modulation, Wavelet transforms, Hybrid fiber coaxial cables, Filter banks, Feature extraction, stationary wavelet transform BibRef

Zeng, R.[Rui], Lu, Z.L.[Zhi-Lin], Zhang, X.D.[Xu-Dong], Wang, J.T.[Jin-Tao], Wang, J.[Jian],
Convolutional Neural Network Assisted Transformer for Automatic Modulation Recognition Under Large CFOs and SROs,
SPLetters(31), 2024, pp. 741-745.
IEEE DOI 2403
large carrier frequency offsets (CFOs) and sample rate offsets. Transformers, Convolution, Modulation, Feature extraction, Task analysis, Receivers, Frequency modulation, group convolution BibRef

Liao, G.J.[Guo-Jun], Zhou, L.[Lin], An, R.[Ran], Chen, C.[Chen], Xie, X.Z.[Xian-Zhong],
Probabilistic Shaped Joint Source-Channel Polar-Coded Modulation,
SPLetters(31), 2024, pp. 1560-1564.
IEEE DOI 2406
Decoding, Modulation, Channel coding, Symbols, Signal processing algorithms, Polar codes, Encoding, joint belief propagation decoder BibRef

Tan, H.Y.[Hao-Yue], Zhang, Z.X.[Zhen-Xi], Li, Y.[Yu], Shi, X.R.[Xiao-Ran], Zhou, F.[Feng],
Multi-Scale Feature Fusion and Distribution Similarity Network for Few-Shot Automatic Modulation Classification,
SPLetters(31), 2024, pp. 2890-2894.
IEEE DOI 2411
Feature extraction, Convolution, Modulation, Kernel, Vectors, Accuracy, Data mining, Convolutional neural networks, multi-scale feature fusion BibRef

Zhao, R.X.[Ren-Xin], Shi, J.J.[Jin-Jing], Li, X.L.[Xue-Long],
QKSAN: A Quantum Kernel Self-Attention Network,
PAMI(46), No. 12, December 2024, pp. 10184-10195.
IEEE DOI 2411
Kernel, Quantum computing, Quantum mechanics, Computational modeling, Quadrature amplitude modulation, machine learning BibRef

Yuan, J.B.[Jiang-Bin], Li, S.F.[Shi-Feng], Yan, W.H.[Wen-He], Song, Y.H.[Yu-Hang], Yang, C.Z.[Chao-Zhong], Hu, Z.P.[Zhao-Peng], Yang, D.[Dafeng], Hua, Y.[Yu],
Research and Design of BPM Shortwave Time Signal Modulation Technology Based on Chirp,
RS(16), No. 21, 2024, pp. 4035.
DOI Link 2411
BibRef

Deng, L.Y.[Ling-Yu], Yang, Y.K.[Yi-Kang], Qian, X.Y.[Xing-You], Ma, J.G.[Jian-Gang], Feng, Y.X.[Yan-Xiang], Li, H.N.[Heng-Nian],
CCE-OMBOC: A Simple and Efficient Constant-Envelope Technology for Multicarrier Navigation Modulation by Clipping,
RS(16), No. 21, 2024, pp. 4016.
DOI Link 2411
BibRef

Ding, X.J.[Xiang-Jie], Zhao, Z.[Zhi], Yang, Y.[Ying],
Binomial Harmonic Approximation Double-Phase Estimator Tracking for BOC Modulated Signals,
SPLetters(31), 2024, pp. 3139-3143.
IEEE DOI 2411
Harmonic analysis, Signal to noise ratio, Jitter, Delay estimation, Accuracy, Tracking loops, Codes, Distance measurement, Correlation, unambiguous tracking BibRef

Yang, Y.K.[Yi-Kang], Ma, J.G.[Jian-Gang], Deng, L.Y.[Ling-Yu], Li, H.N.[Heng-Nian],
Frequency-Hopping Binary Offset Carrier Modulation with Independent Frequency-Hopping Patterns in Lower and Upper Sidebands,
RS(16), No. 22, 2024, pp. 4151.
DOI Link 2412
BibRef

Zuo, X.Y.[Xiao-Ya], Yang, Y.[Yuan], Yao, R.[Rugui], Fan, Y.[Ye], Li, L.[Lu],
An Automatic Modulation Recognition Algorithm Based on Time-Frequency Features and Deep Learning with Fading Channels,
RS(16), No. 23, 2024, pp. 4550.
DOI Link 2501
BibRef

Zhang, Y.[Yezhuo], Zhou, Z.[Zinan], Cao, Y.C.[Yi-Chao], Li, G.Y.[Guang-Yu], Li, X.[Xuanpeng],
Improved Specific Emitter Identification Based on Margin Disparity Discrepancy in Varying Modulation Scenarios,
SPLetters(32), 2025, pp. 3375-3379.
IEEE DOI 2509
Modulation, Feature extraction, Upper bound, Training, Radiofrequency identification, Quadrature amplitude modulation, variable modulations BibRef

Ma, W.X.[Wen-Xuan], Wang, C.[Chuan], Zhang, E.[Erdong],
DWMTN: A Dynamic Mamba-Transformer Network With Adaptive Feature Fusion for Automatic Modulation Recognition,
SPLetters(32), 2025, pp. 4069-4073.
IEEE DOI 2511
Transformers, Convolution, Feature extraction, Adaptation models, Wavelet transforms, Computer architecture, dynamic weighted fusion BibRef

Chen, Y.[Ying], Wang, X.[Xiang], Huang, Z.T.[Zhi-Tao],
Zero-Shot Modulation Recognition via Knowledge-Informed Waveform Description,
SPLetters(32), 2025, pp. 21-25.
IEEE DOI 2501
Semantics, Modulation, Training, Symmetric matrices, Vectors, Zero shot learning, Symbols, Visualization, Receivers, Laboratories, graph neural networks BibRef

Bruni, V.[Vittoria], Campagna, R.[Rosanna], Tartaglione, M.[Michela], Vitulano, D.[Domenico],
Instantaneous Frequency Estimation via Spectrogram Projection and P-Spline Approximation,
SPLetters(32), 2025, pp. 3725-3729.
IEEE DOI 2510
Frequency modulation, Interference, Spectrogram, Time-frequency analysis, Estimation, Frequency estimation, P-spline approximation BibRef

Zhao, B.[Boyu], Li, W.[Wei], Wang, J.J.[Jun-Jie], Zhang, Y.X.[Yu-Xiang], Yang, H.[Hong], Zhao, H.T.[Hai-Tao], Tao, R.[Ran], Du, Q.[Qian],
Alliance: All-in-One Spectral-Spatial-Frequency Awareness Foundation Model,
PAMI(48), No. 3, March 2026, pp. 3586-3603.
IEEE DOI 2602
Frequency-domain analysis, Frequency modulation, Remote sensing, Image reconstruction, Foundation models, Visualization, Semantics, remote sensing BibRef


Krzyston, J.[Jakob], Bhattacharjea, R.[Rajib], Stark, A.[Andrew],
Modulation Pattern Detection Using Complex Convolutions in Deep Learning,
ICPR21(2233-2239)
IEEE DOI 2105
Deep learning, Convolution, Statistical analysis, Modulation, Pattern classification, Data structures, Transceivers BibRef

Lekomtcev, D., Marsalek, R., Pospisil, M., Kratochvil, T.,
Experimental evaluation of the impact of receiver front-end on spectrum sensing,
WSSIP15(220-223)
IEEE DOI 1603
modulation BibRef

Song, K.H.[Kyu-Ha], Lee, D.W.[Dong-Weon], Han, J.W.[Jin-Woo], Park, B.K.[Byung-Koo],
Pulse Repetition Interval Modulation Recognition Using Symbolization,
DICTA10(540-545).
IEEE DOI 1012
BibRef

Zhang, Q.H.[Qing-Hui], Zhang, D.L.[Dong-Lin],
Study on Detonating Control Technique of Pseudo-Noise Code Phase Modulation Fuze,
CISP09(1-5).
IEEE DOI 0910
BibRef

Huang, Y.G.[Yin-Guo], Jia, X.F.[Xiang-Fei], Lin, Y.C.[Yu-Chi], Wang, W.[Wei],
Research on Signal Processing for LD-PSD System Based on Square-Wave Modulation,
CISP09(1-4).
IEEE DOI 0910
BibRef

Wong, M.L.D.[M.L. Dennis], Nandi, A.K.[Asoke K.],
Blind Phase-Amplitude Modulation Classification with Unknown Phase Offset,
ICPR06(IV: 177-180).
IEEE DOI 0609
BibRef

Chapter on New Unsorted Entries, and Other Miscellaneous Papers continues in
Transmission Issues, Relay Systems, Amplify and Forward .


Last update:Apr 6, 2026 at 11:28:57