Line of sight (LOS) detection in a cellular communications network
Systems and methods for detecting a Line of Sight (LOS) in a cellular communications network are provided. In one embodiment, a network node in the cellular communications network determines whether a wireless device is within LOS of a base station. In order do so, the network node compares a Ricean factor of a wireless communications channel between the base station and the wireless device and a predetermined Ricean factor threshold for LOS detection. In addition, the network node compares a Root Mean Squared Error (RMSE) between a Rayleigh probability density function and samples of received signal strength for radio signals transmitted between the base station and the wireless device and a predetermined RMSE threshold for LOS detection. The network node then determines whether the wireless device is within LOS of the base station based on results of the comparisons.
1. A method of operation of a network node in a cellular communications network to detect whether a wireless device is within line of sight of a base station of the cellular communications network, comprising:
performing at least one operation selected from a group consisting of:
comparing a Ricean factor of a wireless communications channel between the base station and the wireless device with a predetermined Ricean factor threshold for line of sight detection; and
comparing a root mean squared error between a Rayleigh probability density function and samples of a received signal strength for radio signals transmitted between the base station and the wireless device with a predetermined root mean squared error threshold for line of sight detection;
performing a best-fit analysis to select the Rayleigh probability density function from a plurality of Rayleigh probability density functions for different maximum likelihood values based on the samples of the received signal strength for the radio signals transmitted between the base station and the wireless device; and
determining whether the wireless device is within line of sight of the base station based on results of the at least one operation.
2. The method of claim 1 further comprising:
performing one or more additional operations selected from a group comprising:
comparing a received signal strength for radio signals transmitted from the base station to the wireless device with a predetermined received signal strength threshold for line of sight detection;
comparing a timing advance value for uplink transmissions from the wireless device to the base station with a predetermined timing advance threshold for line of sight detection;
comparing a physical distance between the base station and the wireless device with a predetermined distance threshold for line of sight detection; and
comparing a correlation between a first received signal received by a first antenna of the base station and a second received signal received by a second antenna of the base station with a predetermined correlation threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on results of the one or more additional operations.
3. The method of claim 1 further comprising:
performing an additional operation that includes comparing a correlation between a first received signal received by a first antenna of the base station and a second received signal received by a second antenna of the base station to a predetermined correlation threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on a result of the additional operation.
4. The method of claim 1 further comprising:
performing an additional operation that includes comparing a received signal strength for a radio signal transmitted between the base station and the wireless device with a predetermined received signal strength threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on a result of the additional operation.
5. The method of claim 1 further comprising:
performing an additional operation that includes comparing a timing advance value for uplink transmissions from the wireless device to the base station with a predetermined timing advance threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on a result of the additional operation.
6. The method of claim 1 further comprising:
performing an additional operation that includes comparing a physical distance between the base station and the wireless device with a predetermined distance threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on a result of the additional operation.
7. The method of claim 1 further comprising:
performing three or more additional operations selected from a group consisting of:
comparing a received signal strength for radio signals transmitted from the base station to the wireless device with a predetermined received signal strength threshold for line of sight detection;
comparing a timing advance value for uplink transmissions from the wireless device to the base station with a predetermined timing advance threshold for line of sight detection;
comparing a physical distance between the base station and the wireless device with a predetermined distance threshold for line of sight detection; and
comparing a correlation between a first received signal received by a first antenna of the base station and a second received signal received by a second antenna of the base station with a predetermined correlation threshold for line of sight detection;
wherein determining whether the wireless device is within line of sight of the base station is further based on results of the three or more additional operations.
8. A network node in a cellular communications network, comprising:
a radio subsystem configured to provide a wireless interface to a wireless device; and
a processing subsystem associated with the radio subsystem configured to:
perform at least one operation selected from a group consisting of:
comparing a Ricean factor of a wireless communications channel between a base station and the wireless device with a predetermined Ricean factor threshold for line of sight detection; and
comparing a root mean squared error between a Rayleigh probability density function and samples of a received signal strength for radio signals transmitted between the base station and the wireless device with a predetermined root mean squared error threshold for line of sight detection;
perform a best-fit analysis to select the Rayleigh probability density function from a plurality of Rayleigh probability density functions for different maximum likelihood values based on the samples of the received signal strength for the radio signals transmitted between the base station and the wireless device; and
determine whether the wireless device is within line of sight of the base station based on results of the at least one operation.
9. The network node of claim 8 wherein the processing subsystem is further configured to:
perform an additional operation that includes comparing a correlation between a first received signal received by a first antenna of the base station and a second received signal received by a second antenna of the base station with a predetermined correlation threshold for line of sight detection; and
determine whether the wireless device is within line of sight of the base station further based on a result of the additional operation.
10. The network node of claim 8 wherein the processing subsystem is further configured to:
perform an additional operation that includes comparing the received signal strength for the radio signals transmitted from the base station to the wireless device with a predetermined received signal strength threshold for line of sight detection; and
determine whether the wireless device is within line of sight of the base station further based on a result of the additional operation.
11. The network node of claim 8 wherein the processing subsystem is further configured to:
perform an additional operation that includes comparing a timing advance value for uplink transmissions from the wireless device to the base station with a predetermined timing advance threshold for line of sight detection; and
determine whether the wireless device is within line of sight of the base station further based on a result of the additional operation.
12. The network node of claim 8 wherein the processing subsystem is further configured to:
perform an additional operation that includes comparing a physical distance between the base station and the wireless device with a predetermined distance threshold for line of sight detection; and
determine whether the wireless device is within line of sight of the base station further based on a result of the additional operation.