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There are several wireless network data collection mechanisms: syslog, SNMP, tcpdump sniffing, and so on.

The description of each mechanism in the following is based on our measurement experience at Dartmouth College: we collected data about Dartmouth's entire campus-wide wireless network, which reaches to nearly every Dartmouth-owned building and outdoor space, and some neighboring private residences and businesses.

1. syslog: how to collect syslog traces
2. SNMP: how to collect SNMP traces
3. tcpdump: how to collect tcpdump traces

[Feel free to add your collection experiences or other collection techniques!]