# US 10,375,642 B2 · Device and battery management in a cellular network > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,375,642 B2 - Document ID: US10375642B2 - Status: Granted - Kind: B2 - Application number: 15/480,965 - Filed: 2017-04-06 - Published: 2018-10-11 - Granted: 2019-08-06 - Earliest claimed: 2017-04-06 - Assignees: Itron, Inc. - Applicants: Itron, Inc. - Inventors: Mark K. Cornwall; Scott L. Cumeralto - Web page: https://patentgrep.com/patent/US10375642B2 ## CPC - H04W 52/0258: {controlling an operation mode according to history or models of usage information, e.g. activity schedule or time of day} - H04Q 9/00: Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom - H04W 24/10: Scheduling measurement reports {; Arrangements for measurement reports} - H04W 52/0216: {using a pre-established activity schedule, e.g. traffic indication frame} - H04W 52/0219: {where the power saving management affects multiple terminals} - H04W 52/0261: {managing power supply demand, e.g. depending on battery level} - H04Q 2209/25: using a mesh network, e.g. a public urban network such as public lighting, bus stops or traffic lights - H04Q 2209/40: using a wireless architecture - H04Q 2209/60: for transmitting utility meters data, i.e. transmission of data from the reader of the utility meter - H04Q 2209/88: Providing power supply at the sub-station - H04W 84/18: Self-organising networks, e.g. ad-hoc networks or sensor networks - Y02D 30/70: in wireless communication networks - H04W: WIRELESS COMMUNICATION NETWORKS (broadcast communication H04H; communication systems using wireless links for non-selective communication, e.g. wireless extensions H04M1/72) - H04Q: SELECTING (switches, relays, selectors H01H; wireless communication networks H04W) - Y02D: CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE ## Abstract Techniques for managing battery powered devices in a cellular network are described herein. In some instances, a receiving device, such as a data collector, may receive transmissions from a network endpoint, such as a utility meter. The messages may contain an indication of a power level used in the transmission. The receiving device may estimate a battery end-of-life date of the network endpoint, based at least in part on a known reporting schedule of the endpoint and the power level used in transmissions. The receiving device or the endpoint may revise the reporting schedule to modify the battery end-of-life date. In addition to modification of the reporting schedule, the endpoint power of transmission can be modified, based on RSSI and/or a transmission retry count. ## Claims ### Claim 1 A method, performed at least in part by a computing device, comprising: under control of one or more processors of the computing device configured with executable instructions: receiving a first message from an endpoint over a cellular connection, wherein the first message is sent according to a first reporting schedule, and wherein the first message includes an indication of a power level used by the endpoint; obtaining retry information associated with the endpoint, wherein the retry information includes a retry count; estimating, based at least in part on the first reporting schedule and the indication of the power level, a battery end-of-life date of the endpoint; determining a second reporting schedule for use by the endpoint that changes the estimated battery end-of-life date of the endpoint; adjusting, based at least in part on the second reporting schedule, the power level used by the endpoint, wherein the adjusting of the power level is based at least in part on the retry count; and transmitting the second reporting schedule to the endpoint. ### Claim 2 (depends on 1) The method of claim 1, additionally comprising: estimating an end-of-life date of a battery of a second endpoint that is within a threshold distance of the endpoint; wherein determining the second reporting schedule for the endpoint is based at least in part on the estimated end-of-life date of the battery of the second endpoint. ### Claim 3 (depends on 1) The method of claim 1, wherein estimating the battery end-of-life date of the endpoint is based at least in part on received signal strength indicator (RSSI) information determined upon reception of the first message. ### Claim 4 (depends on 1) The method of claim 1, additionally comprising: obtaining power of transmission information associated with the endpoint; and setting a power level for transmissions by the endpoint that is based at least in part on the retry information and the power of transmission information. ### Claim 5 (depends on 1) The method of claim 1, additionally comprising: directing a plurality of endpoints to form a local mesh network; and receiving data over the cellular connection regarding at least some of the plurality of endpoints through a single endpoint from among the plurality of endpoints. ### Claim 6 (depends on 1) The method of claim 1, additionally comprising: determining a group of endpoints, wherein all endpoints within the group are within a threshold distance of all other endpoints within the group; adjusting a reporting schedule of one or more endpoints in a first subgroup of endpoints in the group of endpoints to increase a frequency of reporting transmissions; and adjusting a reporting schedule of one or more endpoints in a second subgroup of endpoints in the group of endpoints to decrease a frequency of reporting transmissions; wherein the adjusting of the reporting schedules of the first subgroup and the second subgroup reduces variance of estimated battery time-of-failure of endpoints in the group of endpoints. ### Claim 7 (depends on 1) The method of claim 1, wherein determining the second reporting schedule comprises: determining a group of endpoints, including the endpoint, wherein all endpoints within the group of endpoints are within a threshold distance of all other endpoints within the group of endpoints; determining a first time period during which endpoints within the group have fewer retry transmissions than during at least a second time period; and basing the second reporting schedule in part on the determined first time period. ### Claim 8 (depends on 1) The method of claim 1, wherein determining the second reporting schedule comprises: determining a group of endpoints, including the endpoint, wherein all endpoints within the group of endpoints are within a threshold distance of all other endpoints within the group of endpoints; determining a first time period during which endpoints within the group have higher receive signal strength indicators (RSSI) than during a second time period; and basing the second reporting schedule at least in part on the determined first time period. ### Claim 9 A method, performed by a first metering device, comprising: under control of one or more processors configured with executable instructions: initiating formation of a mesh network, wherein the formation of the mesh network comprises: transmitting a message, using a non-cellular connection, from the first metering device to a second metering device; comparing a first predicted battery end-of-life date of the first metering device to a second predicted battery end-of-life date of the second metering device; selecting the first metering device to relay data associated with the second metering device over a cellular connection, wherein the selecting is from among the first metering device and the second metering device, and wherein the selecting is based on the comparing; transmitting or receiving a first message over the cellular connection, wherein the first message is sent according to reporting parameters; determining, based at least in part on the reporting parameters, that a predicted battery end-of-life date is before a prescribed date; adjusting the reporting parameters to change the predicted battery end-of-life date; and transmitting or receiving a second message over the cellular connection according to the adjusted reporting parameters. ### Claim 10 (depends on 9) The method of claim 9, wherein the reporting parameters comprise: a schedule for reporting consumption data obtained by a metering device; and a power level to be used for transmission over the cellular connection. ### Claim 11 (depends on 9) The method of claim 9, wherein adjusting the reporting parameters comprises at least one of: reducing a frequency of transmissions from a metering device; or reducing a power level used when transmitting the second message. ### Claim 12 (depends on 9) The method of claim 9, additionally comprising: receiving, from a network device, receive signal strength indicator (RSSI) information based on reception of the first message by the network device; and setting a power used in transmitting the second message based at least in part on the received RSSI information. ### Claim 13 (depends on 9) The method of claim 9, wherein the method is performed by a metering device, and wherein the method additionally comprises: obtaining retry and power of transmission information; and setting a power of transmission for use in transmitting the second message based at least in part on the obtained retry and power of transmission information. ### Claim 14 A metering device, comprising: a processor; a metrology sensor in communication with the processor; memory in communication with the processor; instructions, stored in the memory, which when executed by the processor configure the metering device to perform actions comprising: transmitting a first message over a cellular connection, wherein the first message comprises metering data obtained from the metrology sensors, and wherein the first message is sent according to a first reporting schedule that is associated with a first predicted battery end-of-life date; obtaining transmission power level data, wherein the obtained transmission power level data represents power used for the transmitting of the first message; obtaining retry information associated with the metering device, wherein the obtained retry information includes transmission retry count data; replacing the first reporting schedule with a second reporting schedule, wherein the second reporting schedule is based at least in part on the obtained transmission power level data and (ii) the transmission retry count data, and wherein the second reporting schedule is associated with a second predicted battery end-of-life date; and transmitting a second message over the cellular connection according to the second reporting schedule. ### Claim 15 (depends on 14) The metering device of claim 14, wherein: transmitting according to the second reporting schedule comprises transmitting at a lower frequency of transmission than according to the first reporting schedule. ### Claim 16 (depends on 14) The metering device of claim 14, wherein: transmitting according to the second reporting schedule comprises transmitting at a higher frequency of transmission than according to the first reporting schedule; and the second predicted battery end-of-life date is closer in time to a predicted battery end-of-life date of a nearby endpoint than the first predicted battery end-of-life date. ### Claim 17 (depends on 14) The metering device of claim 14, additionally comprising: transmitting the transmission power level data and transmission retry count data in one or more messages to a network device. ### Claim 18 (depends on 14) The metering device of claim 14, additionally comprising: selecting, based at least in part on the transmission retry count data and the transmission power level data, a new power level for use in sending messages according to the second reporting schedule. ### Claim 19 (depends on 9) The method of claim 9, additionally comprising: obtaining power of transmission information associated with the first metering device; and setting a power level for transmissions by the first metering device that is based at least in part on at least one of the retry information or the power of transmission information. ### Claim 20 (depends on 14) The metering device of claim 14, wherein the actions additionally comprise: directing the metering device to form a local mesh network with one or more other metering devices; receiving, at the metering device and via the local mesh network, data from the one or more other metering devices; aggregating, at the metering device, the data received from the one or more other metering devices; and sending the aggregated data over the cellular connection.