MobiCom Experiment Design & Audit
Designs and audits real-hardware wireless evaluations, RF channel setups, and energy profiling for ACM MobiCom submissions.
The MobiCom Experiments skill guides mobile computing researchers and wireless systems engineers through designing rigorous, reviewer-proof experimental evaluations. It enforces MobiCom's empirical standards by mapping research questions directly to real-world testbed measurements, fully specifying RF chains and channel conditions, profiling hardware energy consumption, tuning incumbent and baseline comparisons, and presenting statistically sound CDFs and distributions instead of isolated superlatives.
Key Features
01Emphasizes CDFs, percentiles, multi-run spreads, and clear failure regime analysis
02Audits RF setup, channel conditions, mobility traces, and ground-truth reporting
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04Standardizes hardware energy profiling and power monitor measurement envelopes
05Maps evaluation subsections to precise research questions and metric matrices
06Ensures rigorous baseline selection, tuning, and 'do-less' comparison controls
Use Cases
01Preparing empirical distributions, energy benchmarks, and artifact evaluations for peer review
02Designing over-the-air testbed campaigns for wireless, SDR, or mobile sensing research
03Auditing an ACM MobiCom evaluation section for missing RF parameters or weak baselines