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However, previous studies have not considered hardware architectural features adequately, although they greatly affect the performance of matrix operations.
It's a sign also of how in many ways the wireless industry is evolving to a place where just about anything can be considered "hardware" and is therefore open game to companies like ARM and competitors like Intel.
Considering MB-OFDM UWB systems, the problem of joint estimation and compensation of timing and carrier frequency offsets is studied in [357, 358], where the authors in [358] considered hardware implementation, too.
The considered hardware realizations were synthesized and implemented in a Xilinx Virtex-7 XC7VX485T FPGA device, by using the Xilinx ISE 13.1i tool chain and a parameterizable IEEE-VHDL description of the presented unified transform architecture and of all the proposed PEs.
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However, methodologies that also consider hardware modifications are lacking.
But that doesn't mean they don't need to consider hardware.
By applying Unity 3D and HTML 5, building managers can use this system without considering hardware limitations.
Compression can place a burden on routers, so one should consider hardware options that offload this task.
In particular, [370] considers MIMO system with the presence of PHN, while [371] also proposes sampling frequency offset estimation and considers hardware implementation.
However, we showed that the xMLAA-based scatter estimates were much more accurate than the scatter estimates obtained without considering hardware components (Fig. 11).
In addition to joint timing and carrier synchronization, [143] considers IFO estimation while considering residual timing offset, [144] considers hardware implementation, [145] considers FBMC system, [146] considers offset-QAM modulation, and [147] considers decision directed-based estimation.
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