Cao Wang

dblp:83/4738 · DBLP profile ↗
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6ranked-venue papers
2as first author
5since 2021 · last 2026
—ORCID · conflict

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Systems, architecture and hardware · 5 · 2 first-author · 5 since 2021Theory of computation · 1
YearPublicationVenuePosition
2026 Extending FPGA-based NRZ Test Signals Beyond 100 Gbps
David C. Keezer, Cao Wang, Shengbo Liu, Yindong Xiao
ETS2
2025 Ultra-Fine Frequency Offset Synthesis Technique Based on Cascaded Phase Interpolators
abstract
This paper presents an ultra-fine frequency offset synthesis (UFFOS) technique that achieves sub-parts-perbillion (sub-ppb, $\lt10^{-9}$) frequency resolution in FieldProgrammable Gate Array (FPGA)-based clock generation. To overcome the inherent limitation of conventional FPGA clocking techniques (e.g., PLLs/DLLs), where minimum frequency adjustments are restricted to the order of 1% ($10^{-3}$), UFFOS employs a novel architecture of cascaded phase interpolators (PIs) synchronized to a high-stability reference clock. This technique enables programmable sub-ppb frequency offsets through precise phase accumulation control. Implemented on an AMD Xilinx Virtex Ultrascale+ FPGA platform, UFFOS demonstrates frequency offsets ranging from $\mathbf{0. 9 ~ p p b}$ to 3.35 parts-per-million ($\mathbf{p p m}, \mathbf{1 0}^{\boldsymbol{-} \mathbf{6}}$). A comprehensive jitter decomposition analysis characterizes the synthesized clock’s time-domain performance. Furthermore, we propose a digital heterodyne frequency offset measurement (DHFOM) method capable of verifying sub-ppb-level frequency offsets with quantization errors on the order of parts-per-quadrillion (ppq, $10^{-15}$). Experimental validation confirms UFFOS as a robust solution for sub-ppb frequency offset generation, enabling applications demanding extreme frequency precision, including coherent optical communications, atomic clock synchronization, quantum computing control systems, distributed sensor networks, and next-generation softwaredefined radio architectures.
Cao Wang, Shengbo Liu, Yindong Xiao, David C. Keezer
ATS1
2025 Synthesizing 56 Gbps NRZ Test Signals Using FPGAs and SiGe Logie
David C. Keezer, Cao Wang, Shengbo Liu
ETS2
2025 FPGA Synthesis of Arbitrary Jitter Injection for Multi-GHz Test Signals
abstract
In modern high-speed communications systems, jitter tolerance testing becomes increasingly critical as signal rates continue to rise, playing a vital role in ensuring reliable data transmission and optimal system performance. As a core component of jitter tolerance testing, jitter injection must meet stringent precision and flexibility demands. This paper introduces a novel jitter injection module that integrates a programmable SiGe delay line (PDL) with an FPGA-based arbitrary signal generator, enabling flexible generation of diverse jitter profiles. The proposed solution enables cost-effective generation of Gaussian-distributed random jitter (RJ), sinusoidal/periodic jitter, and deterministic jitter (DJ) in unlimited combinations. Experimental results demonstrate injection of both periodic and random jitter components onto 28 GHz clock signals, with the module achieving ±7.4 femtosecond (fs) accuracy for random jitter and high flexibility in generating arbitrary profiles (e.g., sinusoidal jitter).
Shengbo Liu, Yindong Xiao, Cao Wang, David C. Keezer
ITC3
2025 Experimental Comparison of Multiplexing Methods for 28 to 64 Gbps NRZ Test Signals
abstract
This paper presents an experimental comparison of multiplexing techniques for generating high-speed Non-Return-to-Zero (NRZ) test signals ranging from 28 to 64 Gbps using field-programmable gate arrays (FPGAs) and advanced SiGe components. Traditional high-speed signal synthesis methods, such as exclusive-OR (XOR) gates and multiplexers (MUXs), are evaluated for their performance in overcoming signal integrity challenges like jitter, edge-rate, and data-eye degradation. The study demonstrates that re-clocking input signals with high-speed flip-flops prior to XOR-based frequency doubling significantly reduces jitter, while DDR re-clocked 2:1 and 4:1 MUXs leverage dual-edge clocking to achieve higher data rates. Experimental results show that these techniques enhance signal quality, with metrics including total jitter (TJ) reduced to 7.88 ps and eye opening expanded to 77.84% at 28.125 Gbps. At 56.25 Gbps, the XOR gate alone yields a nearly closed eye opening of 1.39%, the combination of flip-flop and XOR gate improves it to 48.19%. The 2:1 MUX achieves the widest eye opening (53.31%). By exploiting the maximum operating rate of the 4:1 MUX, a 64 Gbps signal is achieved. This work highlights cost-effective, FPGA-based solutions for high-speed testing, addressing the critical need for affordable, scalable automated test equipment (ATE) required for next-generation integrated circuit validation.
Cao Wang, Shengbo Liu, Yindong Xiao, David C. Keezer
ITC1
1995 On Parallel Complexity of Planar Triangulations
Christos Levcopoulos, Andrzej Lingas, Cao Wang
FSTTCS3