We study the relativistic, time-independent, low angular momentum, inviscid, advective accretion flow around Kerr black hole. Considering the relativistic equation of state (REoS), we examine the transonic properties of the flow and find that there exists an upper bound of the location of the physically accepted critical point (r max out ). However, no such limit exists when an ideal gas equation of state (IEoS) is assumed to describe the flow. Further, we calculate the global accretion solutions that contain shock waves and separate the domain of parameter space in angular momentum (λ) and energy (E) plane. We find ample disagreement between the shock parameter spaces obtained for REoS and IEoS, respectively. In general, post-shock flow (equivalently post-shock corona, hereafter PSC) is characterized by shock location (r s ) and compression ratio (R, measure of density compression across the shock front) which are uniquely determined for flow with given input parameters, namely (E, λ). Using r s and R, we empirically compute the oscillation frequency (ν QP O ) of the shock front which is in general quasi-periodic (QP) in nature and retrace the domain of shock parameter space in the r s −R plane in terms of ν QP O for REoS around the weakly as well as rapidly rotating black holes. Finally, we indicate the relevance of the present work to explain the plausible origin of high frequency QPO (HFQPO) and its connection with the spin (a k ) of the Galactic black hole sources.