I noticed that the signal strength of Bluetooth Low Energy received on Androids is varying in cycles. The graph below represents the RSSI values of one BLE beacon over two minutes. The receiving Android and the beacon were both static with a distance of 1 meter. I made sure that there is as low interference as possible. The Android was a Nexus 5, but I had the same phenomenon with other Android devices, all running on API 21. I could not test it on iOS yet.
RSSI Graph
You can see that there are 3 major levels for the RSSI repeating every 15 seconds, like low -> middle -> high -> low -> middle -> high etc.
My guess is that the reason lies on the android side, not sure whether it is because of hardware or software reasons.
Why is the RSSI cyclic over time? Can someone explain?
Due to external factors influencing radio waves—such as absorption, interference, or diffraction—RSSI tends to fluctuate. The further away the device is from the beacon, the more unstable RSSI becomes.
As part of the broadcast message decoding, the BLE software stacks return the Received Signal Strength Indicator (RSSI) value. This value can be used to approximate distance and when measurements from multiple devices are combined, the device position can be estimated with accuracy of 1 to 4 meters (3 to 12 feet).
Bluetooth Low Energy (BLE), available in Android 4.3 and later, creates short connections between devices to transfer bursts of data. BLE remains in sleep mode when not connected. This lets BLE provide lower bandwidth and reduced power consumption compared to Classic Bluetooth.
After reading a lot into the topic now, I might have come to an answer.
Bluetooth Low Energy beacons use three different channels for advertising, which is their adaption of frequency hopping to avoid interference with other 2.4GHz signals. This happens much slower than for normal Bluetooth (1600/s) - according to my measurements around every 5 seconds.
More here: http://www.argenox.com/bluetooth-low-energy-ble-v4-0-development/library/a-ble-advertising-primer/
The received signal strength depends obviously on the frequency, so if the frequency changes to another channel, the RSSI is different. How to deal with that is now a different question.
UPDATE: After following up on this issue, I have to update my remarks:
It is very likely that the three levels with each one around 5s are not directly due to the beacons slow frequency hopping, but to the android devices scanning seperately on the channels and switching to the next after such a time interval.
A way to overcome this behavior is starting and stopping the scan process in a loop, so that a scan lasts clearly less than 5s. When starting the scan, the device seems to begin scanning always on the same channel and the scan is restarted before it can switch to a different channel. With the restarts, the pattern is not detectable anymore - to the disadvantage that the channel is "fixed" and may suffer interference on this frequency. Thanks to Airsource Ltd for bringing me back to this question.
As per Android AOSP - Definition of scan interval and scan window in android source code the scan interval in any scanning mode is 5000ms.
I would assume that your graph was generated via an application that used continuous scanning - i.e. scan window of 5000ms, which is basically continuous.
The scanner will rotate between channels 37,38,39 after every scan interval, which accounts for the differences you observe. Channels 37,38,39 are not contiguous in the BLE spectrum - 37 is at 2402Mz whereas 39 is at 2480Mz. The difference in wave length means that the multi path (interference from reflections) fade will be different for each channel http://www.cl.cam.ac.uk/~rmf25/papers/BLE.pdf - you say that the devices were static, so provided that nothing else was moving, the interference will also be static.
On iOS, the scan interval (foreground) is reportedly 40ms which means that you should not experience this precise effect.
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