Evaluating Time Occupancy and Time-Scales in Interference Testing With Pulse-Modulated Noise

We present experimental results investigating the utility of pulse-modulated noise (PMN) for general-purpose, systematic interference testing. Time-domain interference vulnerabilities are examined by modifying the PMN duty cycle, which controls time occupancy, and the PMN period, which modifies the time-scale. The PMN waveform class that we utilize depends on only two parameters, making it far simpler than real-world communication signals and easier to generate. We perform experimentation with a conducted interference testbed that uses a consumer off-the-shelf IEEE 802.11n wireless local area network Wi-Fi link as the victim system. Comparisons are also made between PMN and measured long-term evolution (LTE) and Wi-Fi signals of corresponding time occupancies to assess if realistic interference impacts are generated by PMN. We find that time occupancy is a strong predictor of interference impacts, but that time-scale and time correlations can also be relevant factors in some circumstances. Overall, our findings support PMN as a useful class of artificial test waveforms for interference testing that can be used to characterize a wide range of interference vulnerabilities on a bidirectional communication link.

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Publication Details

Journal
IEEE Transactions on Electromagnetic Compatibility
Published
2025-04-14
DOI
https://doi.org/10.1109/temc.2025.3552044
Primary Topic
Electrostatic Discharge in Electronics
Type
article
Field-Weighted Citation Impact
0.00

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article

Evaluating Time Occupancy and Time-Scales in Interference Testing With Pulse-Modulated Noise

Michelle Pirrone, Adam Wunderlich, A. A. Sanders
IEEE Transactions on Electromagnetic Compatibility
Electrostatic Discharge in Electronics
article

Evaluating Time Occupancy and Time-Scales in Interference Testing With Pulse-Modulated Noise

Michelle Pirrone, Adam Wunderlich, A. A. Sanders
article en

Abstract

We present experimental results investigating the utility of pulse-modulated noise (PMN) for general-purpose, systematic interference testing. Time-domain interference vulnerabilities are examined by modifying the PMN duty cycle, which controls time occupancy, and the PMN period, which modifies the time-scale. The PMN waveform class that we utilize depends on only two parameters, making it far simpler than real-world communication signals and easier to generate. We perform experimentation with a conducted interference testbed that uses a consumer off-the-shelf IEEE 802.11n wireless local area network Wi-Fi link as the victim system. Comparisons are also made between PMN and measured long-term evolution (LTE) and Wi-Fi signals of corresponding time occupancies to assess if realistic interference impacts are generated by PMN. We find that time occupancy is a strong predictor of interference impacts, but that time-scale and time correlations can also be relevant factors in some circumstances. Overall, our findings support PMN as a useful class of artificial test waveforms for interference testing that can be used to characterize a wide range of interference vulnerabilities on a bidirectional communication link.

IEEE Transactions on Electromagnetic CompatibilityVol. 67(4)
National Institute of Standards and Technology (US), Communications Technology Laboratory (US)
National Institute of Standards and Technology
Openalex Percentile: Top 94%
Electrostatic Discharge in Electronics
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Evaluating Time Occupancy and Time-Scales in Interference Testing With Pulse-Modulated Noise — Michelle Pirrone, Adam Wunderlich, et al. · IEEE Transactions on Electromagnetic Compatibility (2025) | TGRS Research Map | TGRS