| Encounternet is a network of long-life wireless transceiver tag devices that can be worn by animals as small as sparrows. Encounternet tags continuously monitor the social associations and movement patterns of individuals within a community or neighborhood of individuals. The system is modular and can be adapted for sensing, storing, and transmitting behavioral and physiological data. Devices will weigh approximately 1 gram and will consist of a small microprocessor, a digital radio transceiver, and a power supply. Devices can be additionally fitted with sensor technology such as a microphone, accelerometer, or a physiological recording amplifier circuit.
What are social networks, and how is Encounternet used to study them?
All societies (human and animal) can be viewed as networks of interconnected individuals, linked by social, spatial, temporal, and other relationships. By studying network structure (the links between individuals) we can derive unique insights into the workings of the society, and better understand the behavioral strategies that individuals use to enhance their success. Social network analysis has been extensively developed and used for studying human societies and human behavior. Animals are also social, and researchers have applied social network analysis to animal societies and behaviors as well. To date, surprisingly complex social networks have been described in a wide range of species and taxa, including primates, cetaceans, ungulates, rodents, birds, fish, and insects.
Although there are unique insights to be gained by studying animal social networks, there are also unique problems. In particular, unlike humans, animals will not tell us where they have been and who they associate with, information that is key to studying a social network. Direct observation methods are usually used study animal social associations and movement patterns. However, in many cases observation is not possible, especially when animals must be continuously monitored for long periods of time, when animals behave cryptically (as they often do), or when animals are out of sight of observers (as with nocturnal, arboreal, or fossorial species).
For these reasons, new tools have been developed to allow researchers to monitor social associations on a continuous basis no matter where the animal subjects are. These wireless devices, variously called encounter or proximity logging tags, are worn by all study subjects and can detect and log the presence of other individuals wearing similar tags. When two such tags come to within a preset range, they exchange their unique ID codes and store the event as an “encounter” in a log file. Later, the tags are retrieved, and encounter logs are downloaded and analyzed to determine the association network structure.

Hypothetical encounter logs of associations between 8 tagged subjects, and the resulting network graph. In the graph, ties (red lines) indicate detected encounters, tie thickness denotes encounter duration (longer encounters suggest stronger social bonds). In network analysis parlance, animals 1 and 4 have more links and therefore have greater centrality than the others in this group. These individuals may have greater social influence and serve as information hubs. Not shown in this figure, but potentially important, are the timing of encounters, encounter location, how close individuals were to each other, and behaviors that occurred during encounters. All of these additional social parameters will be collected Encounternet.
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The goal of the Encounternet project is to construct such an encounter monitoring tag system that is approximately 100X smaller than the smallest commercially available tag system with similar functionality. For behavioral recording, Encounternet tags will interface with a variety of sensors, including accelerometers, microphones, and neural recording electrode amplifiers. Sensor-equipped tags can be configured to wirelessly stream sensor data to a receiver, or store it to onboard nonvolatile memory for later retrieval. The Encounternet system will use small, portable wireless fixed position collection stations to collect encounter and sensor data autonomously, and monitor the locations of tagged animals. Encounternet tags will be reconfigurable via a wireless link, eliminating the need to recapture tagged animals. Finally, we are exploring energy harvesting technology, such as solar cells, that will allow tags to operate on animals indefinitely without a battery.
Encounternet is targeted to weight approximately 1 gram, while allowing features and capabilities are currently only available in devices several orders of magnitude larger and heavier. Encounternet will thus, for the first time, provide a powerful behavior monitoring tool for small animal research.

Example application of Encounternet to study eavesdropping behavior in yearling song sparrows. Tagged adult song sparrow males stay within their territory boundaries and interact with neighbors. Tagged juveniles roam throughout the neighborhood and observe and learn from the behavior of adults. In addition to encounter monitoring tags mounted on birds (“roving nodes”), “fixed node” data collection stations are placed in fixed locations in the habitat. When two tagged birds come into range (detection range is adjustable) each node logs the other’s ID number and the encounter time. When a tagged bird nears a fixed node, the fixed node acquires the roving node’s encounter logs. All tagged bird interactions are recorded and bird positions can be estimated by analyzing the signal strength of roving-fixed node links. |
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