TY - JOUR
T1 - Unlocking Potential in LEO Satellites Communications Through Spatial Modulation and Space Shift Keying
AU - Zhang, Chaorong
AU - Ng, Benjamin K.
AU - Liu, Yuyan
AU - Wang, Ke
AU - Lam, Chan Tong
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2025
Y1 - 2025
N2 - As future wireless networks demand higher throughput and lower latency, Low Earth Orbit (LEO) satellites have become essential to supplement terrestrial infrastructure. Meanwhile, ground-based systems alone often fail to fulfill these requirements, motivating the exploration of non-terrestrial solutions such as LEO-assisted advanced modulation techniques. This paper investigates the application of spatial modulation (SM) and space shift keying (SSK) techniques in LEO satellite-assisted wireless communication systems. A shadowed Rician fading model is employed to characterize the LEO-to-ground channel, incorporating realistic path loss, Doppler effects and others. Moreover, comprehensive analytical performance, with closed-form BER upper bounds, is derived for both LEO-SM and LEO-SSK schemes. To further enhance reliability, a gradient descent-based satellite elevation angle optimization method is proposed. Theoretical analysis and simulations confirm that the proposed schemes achieve improved error performance and reduced detection complexity compared to traditional modulation. Furthermore, trade-offs between spectral efficiency and complexity are analyzed and discussed, demonstrating the practical feasibility of applying SM/SSK to future LEO satellite- assisted wireless systems.
AB - As future wireless networks demand higher throughput and lower latency, Low Earth Orbit (LEO) satellites have become essential to supplement terrestrial infrastructure. Meanwhile, ground-based systems alone often fail to fulfill these requirements, motivating the exploration of non-terrestrial solutions such as LEO-assisted advanced modulation techniques. This paper investigates the application of spatial modulation (SM) and space shift keying (SSK) techniques in LEO satellite-assisted wireless communication systems. A shadowed Rician fading model is employed to characterize the LEO-to-ground channel, incorporating realistic path loss, Doppler effects and others. Moreover, comprehensive analytical performance, with closed-form BER upper bounds, is derived for both LEO-SM and LEO-SSK schemes. To further enhance reliability, a gradient descent-based satellite elevation angle optimization method is proposed. Theoretical analysis and simulations confirm that the proposed schemes achieve improved error performance and reduced detection complexity compared to traditional modulation. Furthermore, trade-offs between spectral efficiency and complexity are analyzed and discussed, demonstrating the practical feasibility of applying SM/SSK to future LEO satellite- assisted wireless systems.
KW - Low Earth orbit (LEO) satellites
KW - advanced modulation
KW - bit error rate
KW - spectral efficiency
UR - https://www.scopus.com/pages/publications/105022705450
U2 - 10.1109/OJCOMS.2025.3635666
DO - 10.1109/OJCOMS.2025.3635666
M3 - Article
AN - SCOPUS:105022705450
SN - 2644-125X
VL - 6
SP - 9862
EP - 9878
JO - IEEE Open Journal of the Communications Society
JF - IEEE Open Journal of the Communications Society
ER -