Construction of Complete Complementary Codes over Small Alphabet (2102.10517v4)
Abstract: Complete complementary codes (CCCs) play a vital role not only in wireless communication, particularly in multicarrier systems where achieving an interference-free environment is of paramount importance, but also in the construction of other codes that necessitate appropriate functions to meet the diverse demands within today's landscape of wireless communication evaluation. This research is focused on the area of constructing $q$-ary functions for both of {traditional and spectrally null constraint (SNC) CCCs}\footnote{When no codes in CCCs having zero components, we call it as traditonal CCCs, else, we call it as SNC-CCCs in this pape.} of flexible length, set size and alphabet. We construct traditional CCCs with lengths, defined as $L = \prod_{i=1}k p_i{m_i}$, set sizes, defined as $K = \prod_{i=1}k p_i{n_i+1}$, and an alphabet size of $q=\prod_{i=1}k p_i$, such that $p_1<p_2<\cdots<p_k $. The parameters $m_1, m_2, \ldots, m_k$ (each greater than or equal to $2$) are positive integers, while $n_1, n_2, \ldots, n_k$ are non-negative integers satisfying $n_i \leq m_i-1$, and the variable $k$ represents a positive integer. To achieve these specific parameters, we define $q$-ary functions over a domain $\mathbf{Z}{p_1}{m_1}\times \cdots \times \mathbf{Z}{p_k}{m_k}$ that is considered a proper subset of $\mathbb{Z}{q}m$ and encompasses $\prod{i=1}k p_i{m_i}$ vectors, where $\mathbf{Z}_{p_i}{m_i}={0,1,\hdots,p_i-1}{m_i}$, and the value of $m$ is derived from the sum of $m_1, m_2, \ldots, m_k$. This organization of the domain allows us to encompass all conceivable integer-valued length sequences over the alphabet $\mathbb{Z}_q$. It has been demonstrated that by constraining a $q$-ary function that generates traditional CCCs, we can derive SNC-CCCs with identical length and alphabet, yet a smaller or equal set size compared to the traditional CCCs.
- C.-C. Tseng and C. Liu, “Complementary sets of sequences,” IEEE Trans. Inf. Theory, vol. 18, no. 5, pp. 644–652, Sept. 1972.
- K. G. Paterson, “Generalized Reed-Muller codes and power control in OFDM modulation,” IEEE Trans. Inf. Theory, vol. 46, no. 1, pp. 104–120, Jan. 2000.
- Z. Liu, Y. Li, and Y. L. Guan, “New constructions of general QAM Golay complementary sequences,” IEEE Trans. Inf. Theory, vol. 59, no. 11, pp. 7684–7692, Nov. 2013.
- M. J. E. Golay, “Multislit spectroscopy,” Journal of the Optical Society of America, vol. 39, no. 6, pp. 437–444, June 1949.
- A. Rathinakumar and A. K. Chaturvedi, “Complete mutually orthogonal Golay complementary sets from Reed-Muller codes,” IEEE Trans. Inf. Theory, vol. 54, no. 3, pp. 1339–1346, Mar. 2008.
- N. Suehiro and M. Hatori, “N-shift cross-orthogonal sequences,” IEEE Trans. Inf. Theory, vol. 34, no. 1, pp. 143–146, 1988.
- J. A. Davis and J. Jedwab, “Peak-to-mean power control in OFDM, Golay complementary sequences, and Reed-Muller codes,” IEEE Trans. Inf. Theory, vol. 45, no. 7, pp. 2397–2417, Nov. 1999.
- Z. Liu, Y. L. Guan, and U. Parampalli, “New complete complementary codes for peak-to-mean power control in multi-carrier CDMA,” IEEE Trans. Commun., vol. 62, no. 3, pp. 1105–1113, Mar. 2014.
- S. Wang and A. Abdi, “MIMO ISI channel estimation using uncorrelated Golay complementary sets of polyphase sequences,” IEEE Trans. Veh. Technol., vol. 56, no. 5, pp. 3024–3039, Sept. 2007.
- A. Pezeshiki, A. R. Calderbank, W. Moran, and S. D. Howard, “Doppler resilient Golay complementary waveforms,” IEEE Trans. Inf. Theory, vol. 54, no. 9, pp. 4254–4266, Sept. 2008.
- J. Tang, N. Zhang, Z. Ma, and B. Tang, “Construction of Doppler resilient complete complementary code in MIMO radar,” IEEE Trans. Signal Process., vol. 62, no. 18, pp. 4704–4712, Sept. 2014.
- T. Kojima, T. Tachikawa, A. Oizumi, Y. Yamaguchi, and U. Parampalli, “A disaster prevention broadcasting based on data hiding scheme using complete complementary codes,” in Proc. International Symposium on Information Theory and its Applications (ISITA), Oct. 2014, pp. 45–49.
- P. Sarkar, S. Majhi, and Z. Liu, “Optimal Z𝑍Zitalic_Z -complementary code set from generalized Reed-Muller codes,” IEEE Trans. Commun., vol. 67, no. 3, pp. 1783–1796, Mar. 2019.
- P. Sarkar, S. Majhi, and Z. Liu, “Pseudo-boolean functions for optimal z-complementary code sets with flexible lengths,” IEEE Signal Process. Lett., vol. 28, pp. 1350–1354, 2021.
- A. R. Adhikary, Y. Feng, Z. Zhou, and P. Fan, “Asymptotically optimal and near-optimal aperiodic quasi-complementary sequence sets based on florentine rectangles,” IEEE Trans. Commun., vol. 70, no. 3, pp. 1475–1485, Mar. 2022.
- Z. Zhou, F. Liu, A. R. Adhikary, and P. Fan, “A generalized construction of multiple complete complementary codes and asymptotically optimal aperiodic quasi-complementary sequence sets,” IEEE Trans. Commun., vol. 68, no. 6, pp. 3564–3571, June 2020.
- P. Sarkar, C. Li, S. Majhi, and Z. Liu, “New correlation bound and construction of quasi-complementary sequence sets,” IEEE Trans. Inf. Theory, 2024.
- X. Deng and P. Fan, “Spreading sequence sets with zero correlation zone,” Electro. Lett., vol. 36, no. 11, pp. 993–994, 2000.
- Y. Liu, C. Chen, and Y. T. Su, “New constructions of zero-correlation zone sequences,” IEEE Trans. Inf. Theory, vol. 59, no. 8, pp. 4994–5007, 2013.
- R. Appuswamy and A. K. Chaturvedi, “A new framework for constructing mutually orthogonal complementary sets and ZCZ sequences,” IEEE Trans. Inf. Theory, vol. 52, no. 8, pp. 3817–3826, 2006.
- X. Tang, P. Fan, and J. Lindner, “Multiple binary ZCZ sequence sets with good cross-correlation property based on complementary sequence sets,” IEEE Trans. Inf. Theory, vol. 56, no. 8, pp. 4038–4045, Aug. 2010.
- Z. Liu, Y. L. Guan, and U. Parampalli, “A new construction of zero correlation zone sequences from generalized reed-muller codes,” in Proc. 2014 IEEE Inf. Theory Workshop (ITW’2014).
- M. J. E. Golay, “Complementary series,” IRE Trans. Inf. Theory, vol. 7, no. 2, pp. 82–87, Apr. 1961.
- S. Z. Budis̆in, “New complementary pairs of sequences,” Electro. Lett., vol. 26, no. 13, pp. 881–883, June 1990.
- ——, “New multilevel complementary pairs of sequences,” Electro. Lett., vol. 26, no. 22, pp. 1861–1863, Oct. 1990.
- K. U. Schmidt, “Complementary sets, generalized Reed-Muller codes, and power control for OFDM,” IEEE Trans. Inf. Theory, vol. 53, no. 2, pp. 808–814, Feb. 2007.
- P. Sarkar, S. Majhi, and Z. Liu, “A direct and generalized construction of polyphase complementary sets with low pmepr and high code-rate for ofdm system,” IEEE Trans. Commun., vol. 68, no. 10, pp. 6245–6262, 2020.
- C. Chen, “Complementary sets of non-power-of-two length for peak-to-average power ratio reduction in OFDM,” IEEE Trans. Inf. Theory, vol. 62, no. 12, pp. 7538–7545, Dec. 2016.
- C. Chen, C. Wang, and C. Chao, “Complete complementary codes and generalized Reed-Muller codes,” IEEE Commun. Lett., vol. 12, no. 11, pp. 849–851, Nov. 2008.
- S.-W. Wu, C.-Y. Chen, and Z. Liu, “How to construct mutually orthogonal complementary sets with non-power-of-two lengths?” IEEE Trans. Inf. Theory, vol. 67, no. 6, pp. 3464–3472, 2021.
- B. Shen, Y. Yang, Y. Feng, and Z. Zhou, “A generalized construction of mutually orthogonal complementary sequence sets with non-power-of-two lengths,” IEEE Trans. Commun., vol. 69, no. 7, pp. 4247–4253, 2021.
- H. Xiao and X. Cao, “New constructions of mutually orthogonal complementary sets and z-complementary code sets based on extended Boolean functions,” Cryptogr. Commun., 2023.
- P. Kumar, S. Majhi, and S. Paul, “A direct construction of golay complementary pairs and binary complete complementary codes of length non-power of two,” IEEE Trans. commun., vol. 71, no. 3, pp. 1352–1363, 2023.
- S. Budisin and P. Spasojević, “Paraunitary generation/correlation of QAM complementary sequence pairs,” Proc. Cryptogr. Commun., vol. 6, no. 1, pp. 59–102, Oct. 2014.
- Z. Wang, G. Wu, and D. Ma, “A new method to construct Golay complementary set by paraunitary matrices and Hadamard matrices,” in Proc. Sequences and Their Applications (SETA), Sept. 2016, pp. 252–264.
- S. Das, S. Budišin, S. Majhi, Z. Liu, and Y. L. Guan, “A multiplier-free generator for polyphase complete complementary codes,” IEEE Trans. Signal Process., vol. 66, no. 5, pp. 1184–1196, Mar. 2018.
- S. Das, S. Majhi, and Z. Liu, “A novel class of complete complementary codes and their applications for APU matrices,” IEEE Signal Process. Lett., vol. 25, no. 9, pp. 1300–1304, Sept. 2018.
- S. Das, S. Majhi, S. Budišin, and Z. Liu, “A new construction framework for polyphase complete complementary codes with various lengths,” IEEE Trans. Signal Process., vol. 67, no. 10, pp. 2639–2648, May 2019.
- Z. Wang, D. Ma, G. Gong, and E. Xue, “New construction of complementary sequence (or array) sets and complete complementary codes,” IEEE Trans. Inf. Theory, vol. 67, no. 7, pp. 4902–4928, 2021.
- Q. Zhao and B. M. Sadler, “A survey of dynamic spectrum access,” IEEE Signal Process. Mag., vol. 24, no. 3, pp. 79–89, 2007.
- S. Haykin, “Cognitive radio: brain-empowered wireless communications,” IEEE journal on selected areas in communications, vol. 23, no. 2, pp. 201–220, 2005.
- ——, “Cognitive radar: a way of the future,” IEEE Signal Process. Mag., vol. 23, no. 1, pp. 30–40, 2006.
- B. Shen, Y. Yang, P. Fan, and Z. Zhou, “Constructions of non-contiguous complementary sequence sets and their applications,” IEEE Trans. Wireless Commun., vol. 21, no. 7, pp. 4871–4882, 2022.
- A. Șahin and R. Yang, “An uplink control channel design with complementary sequences for unlicensed bands,” IEEE Trans. Wireless Commun., vol. 19, no. 10, pp. 6858–6870, 2020.
- A. Şahin and R. Yang, “A generic complementary sequence construction and associated encoder/decoder design,” IEEE Trans. Commun., vol. 69, no. 11, pp. 7691–7705, 2021.
- Y. Zhou, Y. Yang, Z. Zhou, K. Anand, S. Hu, and Y. L. Guan, “New complementary sets with low papr property under spectral null constraints,” IEEE Trans. Inf. Theory, vol. 66, no. 11, pp. 7022–7032, 2020.
- R. N. Ipanov, A. I. Baskakov, N. Olyunin, and M.-H. Ka, “Radar signals with zacz based on pairs of d-code sequences and their compression algorithm,” IEEE Signal Process. Lett., vol. 25, no. 10, pp. 1560–1564, 2018.
- Y. Li, L. Tian, and Y. Zeng, “Spectrally-null-constrained zcz sequences for mimo-ofdm channel estimation over non-contiguous carriers,” IEEE commun. Lett., vol. 27, no. 2, pp. 442–446, 2022.
- B. Shen, Y. Yang, Z. Zhou, and S. Mesnager, “Constructions of spectrally null constrained complete complementary codes via the graph of extended Boolean functions,” IEEE Trans. Inf. Theory, vol. 69, no. 9, pp. 6028–6039, 2023.
- P. Sarkar, Z. Liu, and S. Majhi, “Multivariable function for new complete complementary codes with arbitrary lengths,” 2021.
- Z. Wang and G. Gong, “Constructions of complementary sequence sets and complete complementary codes by ideal two-level autocorrelation sequences and permutation polynomials,” IEEE Trans. Inf. Theory, vol. 69, no. 7, pp. 4723–4739, 2023.