Method and apparatus for indoor/outdoor detection using ambient signals

• US 9,326,104 B2
• Filed: 05/22/2014
• Issued: 04/26/2016
• Est. Priority Date: 05/22/2014
• Status: Expired due to Fees

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Chen, Yin, Naguib, Ayman Fawzy, Chao, Hui
• Primary Examiner(s): SIVJI, NIZAR N
• Application Number:
  US14/284,754
• Publication Number:
  US 20150341753A1
• Time in Patent Office: 705 Days
• US Class Current: 1/1
• CPC Class Codes: H04B 17/318 Received signal strength
• CPC Class Codes: H04W 4/06 Selective distribution of broadcast services, e.g. multimedia broadcast multicast service [MBMS]; Services to user groups; One-way selective calling services
• CPC Class Codes: H04W 4/30 Services specially adapted for particular environments, situations or purposes
• CPC Class Codes: H04W 4/33 for indoor environments, e.g. buildings
• CPC Class Codes: H04W 4/40 for vehicles, e.g. vehicle-to-pedestrians [V2P]

Abstract

Systems and methods for determining whether a mobile device is indoors or outdoors based on ambient signal measurements are described herein. A method for performing indoor/outdoor detection for a mobile device as described herein includes identifying one or more selected radio channels, including at least one of amplitude modulation (AM) radio stations, frequency modulation (FM) radio stations, or television stations, in an area of the mobile device; obtaining information relating to reference outdoor signal strengths for the respective selected radio channels; calculating measured signal strengths for signals received via the selected radio channels; comparing the reference outdoor signal strengths and the measured signal strengths; and classifying the mobile device as indoors or outdoors based on a result of the comparison.

Claims

1. A method for performing indoor/outdoor detection for a mobile device, the method comprising:

identifying one or more selected radio channels in an area of the mobile device, wherein the selected radio channels comprise at least one of amplitude modulation (AM) radio stations, frequency modulation (FM) radio stations, or television stations;

obtaining information relating to reference outdoor signal strengths for respective ones of the selected radio channels comprising the at least one of the amplitude modulation (AM) radio stations, the frequency modulation (FM) radio stations, or the television stations;

measuring signal strengths for signals received via the selected radio channels;

comparing the reference outdoor signal strengths and the measured signal strengths; and

classifying the mobile device as indoors or outdoors based on a result of the comparing;

wherein comparing the reference outdoor signal strength and the measured signal strength comprises;

generating a first vector using identities of respective ones of the selected radio channels and their corresponding reference outdoor signal strengths;

generating a second vector using the identities of the respective ones of the selected radio channels and their corresponding measured signal strengths; and

computing a distance between the first vector and the second vector;

and wherein classifying the mobile device as indoors or outdoors comprises;

classifying the mobile device as indoors or outdoors based on the distance between the first vector and the second vector.

2. The method of claim 1, wherein classifying the mobile device further comprises classifying the mobile device as outdoors if the distance between the first vector and the second vector is less than a threshold distance.

3. The method of claim 1, wherein classifying the mobile device further comprises computing a probability that the mobile device is outdoors as a function of the distance between the first vector and the second vector.

4. The method of claim 1 further comprising obtaining a coarse position of the mobile device, wherein the identifying comprises identifying the selected radio channels based at least in part on the coarse position of the mobile device.

5. The method of claim 4 wherein the coarse position of the mobile device comprises at least one of a ZIP code in which the mobile device is located or an identity of a cellular base station within communication range of the mobile device.

6. The method of claim 4 wherein the identifying further comprises:

accessing a listing of available radio channels based on the coarse position of the mobile device;

identifying one or more available radio channels based on the listing; and

selecting at least one of the available radio channels as the selected radio channels.

7. The method of claim 6 wherein the selecting comprises selecting one or more of the available radio channels based on relative signal strengths of the available radio channels.

8. The method of claim 1 further comprising obtaining at least one of identities of respective ones of the selected radio channels or the reference outdoor signal strengths for respective ones of the selected radio channels from a peer device.

9. The method of claim 1 wherein the classifying comprises computing a probability that the mobile device is outdoors based on the result of the comparing.

10. The method of claim 1 further comprising repeating the calculating, comparing and classifying in response to an indication from an orientation sensor that the mobile device has moved at least a threshold amount.

11. A mobile device including a processor and a memory operable in a wireless communication system, the mobile device comprising:

a radio frequency (RF) signal information module configured to identify one or more selected radio channels in an area of the mobile device, wherein the selected radio channels comprise at least one of amplitude modulation (AM) radio stations, frequency modulation (FM) radio stations, or television stations, and to obtain information relating to reference outdoor signal strengths for respective ones of the selected radio channels comprising the at least one of the amplitude modulation (AM) radio stations, the frequency modulation (FM) radio stations, or the television stations;

a transceiver configured to receive wireless signals;

a radio tuner communicatively coupled to the transceiver and the RF signal information module and configured to identify, from the wireless signals received by the transceiver, signals received via the selected radio channels and to measure signal strengths for the signals received via the selected radio channels; and

an indoor/outdoor detection module communicatively coupled to the RF signal information module and the radio tuner and configured to perform a comparison of the reference outdoor signal strengths and the measured signal strengths and to classify the mobile device as indoors or outdoors based on a result of the comparison;

wherein the indoor/outdoor detection module configured to perform the comparison is configured to generate a first vector using identities of respective ones of the selected radio channels and their corresponding reference outdoor signal strengths, generate a second vector using the identities of the respective ones of the selected radio channels and their corresponding measured signal strengths, and compute a distance between the first vector and the second vector,

and wherein the indoor/outdoor detection unit configured to classify the mobile device is configured to classify the mobile device as indoors or outdoors based on the distance between the first vector and the second vector.

12. The mobile device of claim 11, wherein the indoor/outdoor detection module is further configured to compute a probability that the mobile device is outdoors as a function of the distance between the first vector and the second vector.

13. The mobile device of claim 11 further comprising a coarse positioning module configured to obtain a coarse position of the mobile device, wherein the RF signal information module is further configured to identify the one or more selected radio channels based at least in part on the coarse position of the mobile device.

14. The mobile device of claim 13 wherein the RF signal information module is further configured to access a listing of available radio channels based on the coarse position of the mobile device, identify one or more available radio channels based on the listing, and select one or more of the available radio channels as the selected radio channels.

15. The mobile device of claim 11 further comprising a crowdsourcing module communicatively coupled to the RF signal information module and the indoor/outdoor detection module and configured to obtain at least one of identities of respective ones of the selected radio channels or the reference outdoor signal strengths for respective ones of the selected radio channels from a peer device.

16. The mobile device of claim 11 wherein the indoor/outdoor detection module is further configured to compute a probability that the mobile device is outdoors based on the result of the comparison.

17. The mobile device of claim 11 further comprising an orientation sensor communicatively coupled to the indoor/outdoor detection module and configured to provide information relating to movement of the mobile device to the indoor/outdoor detection module, wherein the indoor/outdoor detection module is further configured to repeat classification of the mobile device as indoors or outdoors in response to the orientation sensor indicating that the mobile device has moved at least a threshold amount.

18. An apparatus for performing indoor/outdoor detection, the apparatus comprising:

a transceiver configured to receive wireless signals;

a memory storing instructions; and

a processor communicatively coupled to the transceiver and the memory and configured to execute the instructions stored by the memory, wherein the instructions, when executed by the processor, cause the processor to;

identify one or more selected radio channels in an area of the apparatus, wherein the selected radio channels comprise at least one of amplitude modulation (AM) radio stations, frequency modulation (FM) radio stations, or television stations;

obtain information relating to reference outdoor signal strengths for respective ones of the selected radio channels comprising the at least one of the amplitude modulation (AM) radio stations, the frequency modulation (FM) radio stations, or the television stations;

identify, from the wireless signals received by the transceiver, signals received via the selected radio channels;

measure signal strengths for the signals received via the selected radio channels; and

classify the apparatus as indoors or outdoors at least in part by comparing the reference outdoor signal strengths and the measured signal strengths;

wherein the instructions to cause the processor to classify the apparatus comprise one or more instructions to cause the processor to;

generate a first vector using identities of respective ones of the selected radio channels and their corresponding reference outdoor signal strengths;

generate a second vector using the identities of the respective ones of the selected radio channels and their corresponding measured signal strengths;

compute a distance between the first vector and the second vector; and

classify the apparatus as indoors or outdoors based on the distance between the first vector and the second vector.

19. The apparatus of claim 18 wherein the instructions, when executed by the processor, are further configured to cause the processor to:

obtain a coarse position of the apparatus; and

identify the one or more selected radio channels based at least in part on the coarse position of the apparatus.

20. The apparatus of claim 19 wherein the instructions, when executed by the processor, are further configured to cause the processor to:

access a listing of available radio channels based on the coarse position of the apparatus;

identify one or more available radio channels based on the listing; and

select one or more of the available radio channels as the selected radio channels.

21. The apparatus of claim 18 wherein the instructions, when executed by the processor, are further configured to cause the processor to obtain at least one of identities of respective ones of the selected radio channels or the reference outdoor signal strengths for respective ones of the selected radio channels from a peer device.

22. The apparatus of claim 18 further comprising an orientation sensor configured to monitor movement of the apparatus, wherein the instructions, when executed by the processor, are further configured to cause the processor to repeat classification of the apparatus as indoors or outdoors in response to the orientation sensor indicating that the apparatus has moved at least a threshold amount.

23. A non-transitory processor-readable storage medium comprising processor-executable instructions configured to cause a processor to:

identify one or more selected radio channels in an area of a mobile device, wherein the selected radio channels comprise at least one of amplitude modulation (AM) radio stations, frequency modulation (FM) radio stations, or television stations;

obtain information relating to reference outdoor signal strengths for respective ones of the selected radio channels comprising the at least one of the amplitude modulation (AM) radio stations, the frequency modulation (FM) radio stations, or the television stations;

measure signal strengths for signals received via the selected radio channels; and

classify the mobile device as indoors or outdoors based at least on part on a comparison of the reference outdoor signal strengths and the measured signal strengths;

wherein the instructions to cause the processor to classify the mobile device comprise one or more instructions to cause the processor to;

generate a first vector using identities of respective ones of the selected radio channels and their corresponding reference outdoor signal strengths;

generate a second vector using the identities of the respective ones of the selected radio channels and their corresponding measured signal strengths;

compute a distance between the first vector and the second vector; and

classify the apparatus as indoors or outdoors based on the distance between the first vector and the second vector.

24. The processor-readable storage medium of claim 23 further comprising instructions configured to cause the processor to:

obtain a coarse position of the mobile device; and

identify the one or more selected radio channels based at least in part on the coarse position of the mobile device.

25. The processor-readable storage medium of claim 23 further comprising instructions configured to cause the processor to obtain at least one of identities of respective ones of the selected radio channels or the reference outdoor signal strengths for respective ones of the selected radio channels from a peer device.

26. The processor-readable storage medium of claim 23 further comprising instructions configured to cause the processor to compute a probability that the mobile device is outdoors based on the comparison of the reference outdoor signal strengths and the measured signal strengths.

27. The processor-readable storage medium of claim 23 further comprising instructions configured to cause the processor to repeat classification of the mobile device as indoors or outdoors in response to an indication from an orientation sensor that the mobile device has moved at least a threshold amount.