Abstract
In this paper, we present a hybrid Underlay/Overlay DCSK-based Cognitive Radio (DCR) system using the Cognitive Radio techniques and abilities of a Multi-Carrier DCSK (MC-DCSK) scheme together, which can be extended to many other similar non-coherent scenarios. In this scheme, secondary user (SU) employs the spectrum holes as a dedicated frequency to transmit reference signals in overlay mode and uses remaining common frequencies to transmit data bearing signals by an underlying approach. We derived an analytical BER expression for the DCR scheme over a frequency selective fading channel and adopted it as our optimization criterion. To formulate the optimization problem, we proposed a sub-carrier grouping approach in order to implement our min–max fairness strategy, considering the power budget and interference temperature constraints. The proposed DCR scheme not only employed spectrum holes, but also improved BER performance of the conventional multi-user MC-DCSK system significantly considering the power allocation policy and robustness against frequency selective channel. Finally, simulation results validated the advantages of the proposed scheme.












Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Banelli P, Buzzi S, Colavolpe G, Modenini A, Rusek F, Ugolini A (2014) Modulation formats and waveforms for 5G networks: Who will be the heir of OFDM? an overview of alternative modulation schemes for improved spectral efficiency. IEEE Signal Proc Mag 31(6):80–93
Baylis WE (1999) Theoretical methods in the physical sciences: an introduction to problem solving using Maple. Proc Edinb Math Soc 38(2):1–4
Boyd S, Vandenberghe T (2004) Convex optimization. Cambridge University Press, Cambridge, pp 199–200
Chen P, Wang L, Lau F (2013) One analog STBC-DCSK transmission scheme not requiring channel state information. IEEE Trans Circuits Syst I Regul Papers 60(4):1027–1037
Chowdhury M, Manolakos A, Goldsmith A (2014) Design and performance of noncoherent massive SIMO systems. In: 48th Annual Conference on Information Sciences and Systems. pp 1–4
Ding X, Qun L (2015) Minimum BER power allocation for OFDM-based cognitive radio networks. KSII Trans on Internet Inf Syst 9(7):2338–2353
Fang Y, Wang L, Jing X, Chen P, Chen G, Xu W (2015) Design and analysis of a DCSK-ARQ/CARQ system over multipath fading channels. IEEE Trans Circuits Syst I Regul Papers 62(6):1637–1647
Gardner C, Orr J (1979) Fading effects on the performance of a spread spectrum multiple access communication system. IEEE Trans Commun 27(1):143–149
Kaddoum G (2016a) Wireless chaos-based communication systems: a comprehensive survey. IEEE Access 4:2621–2648
Kaddoum G (2016b) Design and performance analysis of a multiuser OFDM based differential chaos shift keying communication system. IEEE Trans Commun 64(1):249–260
Kaddoum G, Shokraneh F (2015) Analog network coding for multi-user multi-carrier differential chaos shift keying communication system. IEEE Trans Wirel Commun 14(3):1492–1505
Kaddoum G, Richardson F, Gagnon F (2013) Design and analysis of a multi-carrier differential chaos shift keying communication system. IEEE Trans Commun 61(8):3281–3291
Khan AA, Rehmani MH, Reisslein M (2016) Cognitive radio for smart grids: survey of architectures, spectrum sensing mechanisms, and networking protocols. IEEE Commun Surv Tuts 18(1):860–898
Kolumban G (2014) Software defined electronics: a revolutionary change in design paradigm of RF radio and measurement systems. In: Tutorial at international telecommunication symposium (ITS), Brazil
Lau FCM, Tse CK (2003) Chaos-based digital communication systems, Springer-Verlag, New York
Lau FCM, Tse CK, Ming Y, Hau SF (2004) Coexistence of chaos-based and conventional digital communication systems of equal bit rate. IEEE Trans Circuits Syst I Regul Papers 51(2):391–408
Le Saux B, Helard M, Bouvet PJ (2015) Comparison of coherent and non-coherent space time schemes for frequency selective fast-varying channels. In: Wireless communication systems, 2nd international symposium on, pp. 32–36
Li S, Zhao Y, Wu Z (2015) Design and analysis of an OFDM-based differential chaos shift keying communication system. J Commun 10(3):199–205
Lu H, Zhang L, Jiang M, Wu Z (2015) High security chaotic cognitive radio system with subcarrier shifting. IEEE Commun Lett 19(10):1726–1729
Luo C (2006) Communication for wideband fading channels: On theory and practice. Ph.D. thesis, MIT University, USA
Min X, Xu W, Wang L, Chen G (2010) Promising performance of a frequency-modulated differential chaos shift keying ultra-wideband system under indoor environments. IET Commun 4(2):125–134
Mobini M, Zahabi MR (2017) Power allocation for Multi-user OFDM-DCSK system in frequency selective fading channel. Phys Commun 24(c):146–153
Nemirovski AS, Todd MJ (2008) Interior-point methods for optimization. A Numer 17:191–234
Onireti O, Heliot F, Imran M (2013) On the energy efficiency spectral efficiency trade-off of distributed mimo systems. IEEE Trans Commun 61(9):3741–3753
Rhee W, Cioffi JM (2004) Increasing in capacity of multiuser OFDM system using dynamic sub-channel allocation. In: Proceedings of the IEEE international vehicular technology conference, 2, pp. 1085–1089
Shen Z, Andrews JG, Evans BL (2003) Optimal power allocation in multiuser OFDM systems. In: Proceedings of IEEE telecommunication Conference, San Francisco, (1), pp. 337–341
Sundersingh D, Chakarvarthy V, Wu Z (2010) Frequency domain processing based chaos communication for cognitive radio. Master thesis, Wright State University, USA
Tsiftsis T, Foukalas AF, Karagiannidis GK, Khattab T (2016) On the higher order statistics of the channel capacity in dispersed spectrum cognitive radio systems over generalized fading channels. IEEE Trans Veh Tech 65(5):3818–3823
Xu W, Wang L, Chen G (2011) Performance of DCSK cooperative communication systems over multipath fading channels. IEEE Trans on Circuits Syst I Regul Papers 58(1):196–204
Xu W, Wang L, Chen G (2014) Performance analysis of the CS-DCSK/BPSK communication system. IEEE Trans Circuits Syst 61:2624–2633
Yucek T, Arsalan H (2009) A survey of spectrum sensing algorithms for cognitive radio application. IEEE Commun Surv Tutor 11(1):116–130
Zhang L, Lu H, Wu Z, Jiang M (2015) Bit error rate analysis of chaotic cognitive radio system over slow fading channels. Ann Telecommun 70(11):513–521
Zhou R, Li X, Zhang J, Wu Z (2011) Software defined radio based frequency domain chaotic cognitive radio. In: IEEE SOCC conference, pp 259–264
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Mobini, M., Zahabi, M.R. Design and analysis of a DCSK-based cognitive radio system using hybrid underlay/overlay transmission. J Ambient Intell Human Comput 10, 2315–2325 (2019). https://doi.org/10.1007/s12652-018-0830-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12652-018-0830-3