IP Library Granted Patent US 12,705,551
Granted Patent B2
US 12,705,551 · App. 19/028,503 · Granted Aug 11, 2026

Dynamic aircraft routing

Inventors: Ian Andreas Villa (San Francisco, CA); Thomas Prevot (San Jose, CA); John Conway Badalamenti (Six Mile, SC); Mark Moore (Crossville, TN)
Assignee: JOBY AERO, INC.
G06Q10/047B64C29/00B64C29/0016G01C21/20G01C21/3461G06Q10/06315G08G5/26G08G5/30G08G5/32G08G5/34G08G5/56B64C29/0025B64C29/0033B64C2220/00G05D1/654G05D2109/23G10K2210/1281G10K2210/3016G10K2210/30231
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Quick Facts
Patent No.
US 12,705,551
App. No.
19/028,503
Filed
Jan 17, 2025
Granted
Aug 11, 2026
Kind
B2
Art Unit
3664
USPC
701/528
Abstract

A request for transport services that identifies a rider, an origin, and a destination is received from a client device. Eligibility of the request to be serviced by a vertical take-off and landing (VTOL) aircraft is determined based on the origin and the destination. A transportation system determines a first and a second hub for a leg of the transport request serviced by the VTOL aircraft and calculates a set of candidate routes from the first hub to the second hub. A provisioned route is selected from among the set of candidate routes based on network and environmental parameters and objectives including pre-determined acceptable noise levels, weather, and the presence and planned routes of other VTOL aircrafts along each of the candidate routes.

Claims (28)

1 . A computer-implemented method for mitigating noise emissions from vertical take-off and landing (VTOL) aircraft, the method comprising:

computing a noise signature for a vertiport based on measured noise levels measured by a plurality of sensors of the vertiport; and

adjusting, based on the noise signature, a direction of a propeller of a VTOL aircraft at the vertiport as the VTOL aircraft transitions between a cruise state and a vertical take-off and landing state.

2 . The computer-implemented method of claim 1 , wherein the adjusting comprises:

outputting a command to a controller of the VTOL aircraft, the command operable to cause the VTOL aircraft to adjust the direction of transition.

3 . The computer-implemented method of claim 2 , wherein the VTOL aircraft transitions between the cruise state and the vertical take-off and landing state by controlling an angle of rotation of the propeller.

4 . The computer-implemented method of claim 1 , wherein the plurality of sensors comprise one or more microphones that are affixed at the vertiport.

5 . The computer-implemented method of claim 1 , wherein the plurality of sensors comprise one or more microphones that are fixed to, within the vicinity of the vertiport, at least one of: ground based infrastructure, a ground vehicle, an air vehicle, or a user device.

6 . The computer-implemented method of claim 1 , wherein the noise signature is computed based on a composite of distributed noise measurements from the plurality of sensors.

7 . A system for mitigating noise emissions from vertical take-off and landing (VTOL) aircraft, the system comprising:

a computing system having one or more processors and a memory operable to compute a noise signature for a vertiport based on measured noise levels measured by a plurality of sensors of the vertiport; and

a controller operable to adjust, based on the noise signature, a direction of a propeller of a VTOL aircraft at the vertiport as the VTOL aircraft transitions between a cruise state and a vertical take-off and landing state.

8 . The system of claim 7 , wherein the adjusting comprises:

outputting a command to a controller of the VTOL aircraft, the command operable to cause the VTOL aircraft to adjust the direction of transition.

9 . The system of claim 8 , wherein the VTOL aircraft transitions between the cruise state and the vertical take-off and landing state by controlling an angle of rotation of the propeller.

10 . The system of claim 7 , wherein the plurality of sensors comprise one or more microphones that are affixed at the vertiport.

11 . The system of claim 7 , wherein the plurality of sensors comprise one or more microphones that are fixed to, within the vicinity of the vertiport, at least one of: ground based infrastructure, a ground vehicle, an air vehicle, or a user device.

12 . The system of claim 7 , wherein the noise signature is computed based on a composite of distributed noise measurements from the plurality of sensors.

13 . A vertical take-off and landing (VTOL) aircraft comprising:

a propeller rotatable to transition between a cruise state and a vertical take-off and landing state; and

a controller operable to adjust, based on a noise signature for a vertiport based on measured noise levels measured by a plurality of sensors of the vertiport, a direction of the propeller as the VTOL aircraft transitions between the cruise state and the vertical take-off and landing state.

14 . The VTOL aircraft of claim 13 , wherein the controller is operable to receive a command to perform the adjusting and control, based on the command, the VTOL aircraft to control the direction of transition.

15 . The VTOL aircraft of claim 14 , wherein the VTOL aircraft receives the command from a computing system associated with the vertiport.

16 . The VTOL aircraft of claim 13 , comprising a computing system operable to output a command to a controller of the VTOL aircraft, the command operable to cause the VTOL aircraft to adjust the direction of transition.

17 . The VTOL aircraft of claim 13 , wherein the VTOL aircraft transitions between the cruise state and the vertical take-off and landing state by controlling an angle of rotation of the propeller.

18 . The VTOL aircraft of claim 17 , wherein a first angle of rotation of the propeller corresponds to a vertical thrust position and a second angle of rotation of the propeller corresponds to a forward thrust position.

19 . The VTOL aircraft of claim 13 , wherein the plurality of sensors comprise one or more microphones that are fixed to, within the vicinity of the vertiport, at least one of: ground based infrastructure, a ground vehicle, an air vehicle, or a user device.

20 . The VTOL aircraft of claim 13 , wherein the noise signature is computed based on a composite of distributed noise measurements from the plurality of sensors.

Assignments (4)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 26, 2025
From: JOBY ELEVATE, INC.
To: JOBY AERO, INC.
Reel/Frame 073040/0852 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 18, 2025
From: UBER TECHNOLOGIES, INC.
To: UBER ELEVATE, INC.
Reel/Frame 072937/0724 →
CHANGE OF NAME Recorded Nov 14, 2025
From: UBER ELEVATE, INC.
To: JOBY ELEVATE, INC
Reel/Frame 073574/0814 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 15, 2025
From: VILLA, IAN ANDREAS; PREVOT, THOMAS; BADALAMENTI, JOHN CONWAY; MOORE, MARK
To: UBER TECHNOLOGIES, INC.
Reel/Frame 072574/0178 →
Continuity (6)
Continuation 18749087 · Jun 20, 2024
Continuation 17570071 · Jan 6, 2022
Continuation 16405493 · May 7, 2019
Provisional Application 62668745 · May 8, 2018
Provisional Application 62668176 · May 7, 2018
Related Publication 20250174134A1 · May 29, 2025
References Cited (154)
US 3035789A · Young · 1962 [cited by applicant]
US 4022405A · Peterson · 1977 [cited by applicant]
US 5823468A · Bothe · 1998 [cited by applicant]
US 5839691A · Lariviere · 1998 [cited by applicant]
US 5842667A · Jones · 1998 [cited by applicant]
US 6343127B1 · Billoud · 2002 [cited by applicant]
US 6892980B2 · Kawai · 2005 [cited by applicant]
US 6974105B2 · Pham · 2005 [cited by applicant]
US 7648338B1 · Welsh · 2010 [cited by applicant]
US 7665688B2 · Cylinder et al. · 2010 [cited by applicant]
US 8016226B1 · Wood · 2011 [cited by applicant]
US 8020804B2 · Yoeli · 2011 [cited by applicant]
US 8311686B2 · Herkes · 2012 [cited by examiner]
US 8733690B2 · Bevirt et al. · 2014 [cited by applicant]
US 8737634B2 · Brown et al. · 2014 [cited by applicant]
US 8849479B2 · Walter · 2014 [cited by applicant]
US 8931732B2 · Sirohi et al. · 2015 [cited by applicant]
US 9205930B2 · Yanagawa · 2015 [cited by applicant]
US 9387928B1 · Gentry et al. · 2016 [cited by applicant]
US 9415870B1 · Beckman et al. · 2016 [cited by applicant]
US 9422055B1 · Beckman et al. · 2016 [cited by applicant]
US 9435661B2 · Brenner et al. · 2016 [cited by applicant]
US 9442496B1 · Beckman et al. · 2016 [cited by applicant]
US 9550561B1 · Beckman et al. · 2017 [cited by applicant]
US 9663237B2 · Senkel et al. · 2017 [cited by applicant]
US 9694911B2 · Bevirt · 2017 [cited by examiner]
US 9771157B2 · Gagne et al. · 2017 [cited by applicant]
US 9776715B2 · Zhou et al. · 2017 [cited by applicant]
US 9786961B2 · Dyer et al. · 2017 [cited by applicant]
US 9802702B1 · Beckman et al. · 2017 [cited by applicant]
US 9816529B2 · Grissom et al. · 2017 [cited by applicant]
US 9828107B1 · Ruymgaart et al. · 2017 [cited by applicant]
US 9838436B2 · Michaels · 2017 [cited by applicant]
US 10011346B2 · Beckman et al. · 2018 [cited by applicant]
US 10122806B1 · Florissi et al. · 2018 [cited by applicant]
US 10140873B2 · Adler et al. · 2018 [cited by applicant]
US 10152894B2 · Adler et al. · 2018 [cited by applicant]
US 10216190B2 · Bostick et al. · 2019 [cited by applicant]
US 10249200B1 · Grenier et al. · 2019 [cited by applicant]
US 10304344B2 · Moravek et al. · 2019 [cited by applicant]
US 10330482B2 · Chen et al. · 2019 [cited by applicant]
US 10370098B1 · Beckman et al. · 2019 [cited by applicant]
US 10518595B2 · Dietrich · 2019 [cited by applicant]
US 10593215B2 · Villa · 2020 [cited by applicant]
US 10593217B2 · Shannon · 2020 [cited by applicant]
US 10752365B2 · Galzin · 2020 [cited by applicant]
US 10759537B2 · Moore et al. · 2020 [cited by applicant]
US 10768201B2 · Luo et al. · 2020 [cited by applicant]
US 10832581B2 · Westervelt et al. · 2020 [cited by applicant]
US 10836470B2 · Liu et al. · 2020 [cited by applicant]
US 10913528B1 · Moore et al. · 2021 [cited by applicant]
US 10948910B2 · Taveira et al. · 2021 [cited by applicant]
US 10960785B2 · Villanueva et al. · 2021 [cited by applicant]
US 10960975B1 · Villa · 2021 [cited by applicant]
US 11130566B2 · Mikic et al. · 2021 [cited by applicant]
US 11145211B2 · Goel et al. · 2021 [cited by applicant]
US 11238745B2 · Villa et al. · 2022 [cited by applicant]
US 11295622B2 · Goel et al. · 2022 [cited by applicant]
US 12057021B2 · Villa · 2024 [cited by examiner]
US 20060155464A1 · Smartt · 2006 [cited by applicant]
US 20090157293A1 · Cornett et al. · 2009 [cited by applicant]
US 20090164260A1 · Kane · 2009 [cited by applicant]
US 20100079342A1 · Smith et al. · 2010 [cited by applicant]
US 20100172510A1 · Juvonen · 2010 [cited by applicant]
US 20110056183A1 · Sankrithi · 2011 [cited by applicant]
US 20110087428A1 · Barnetche et al. · 2011 [cited by applicant]
US 20120237049A1 · Brown et al. · 2012 [cited by applicant]
US 20120309445A1 · Tsui et al. · 2012 [cited by applicant]
US 20140179535A1 · Stückl et al. · 2014 [cited by applicant]
US 20150379874A1 · Ubhi et al. · 2015 [cited by applicant]
US 20160311529A1 · Brotherton-Ratcliffe et al. · 2016 [cited by applicant]
US 20160368600A1 · Frolov et al. · 2016 [cited by applicant]
US 20170197710A1 · Ma · 2017 [cited by applicant]
US 20170274983A1 · Beckman et al. · 2017 [cited by applicant]
US 20170357914A1 · Tulabandhula et al. · 2017 [cited by applicant]
US 20180018887A1 · Sharma et al. · 2018 [cited by applicant]
US 20180029431A1 · Tang et al. · 2018 [cited by applicant]
US 20180053425A1 · Adler · 2018 [cited by examiner]
US 20180061245A1 · Alder et al. · 2018 [cited by applicant]
US 20180082597A1 · Nicol et al. · 2018 [cited by applicant]
US 20180216988A1 · Nance · 2018 [cited by applicant]
US 20180286254A1 · Westervelt et al. · 2018 [cited by applicant]
US 20180286372A1 · Beckman et al. · 2018 [cited by applicant]
US 20180308366A1 · Goel et al. · 2018 [cited by applicant]
US 20180331940A1 · Jadhav et al. · 2018 [cited by applicant]
US 20180354636A1 · Darnell et al. · 2018 [cited by applicant]
US 20190023385A1 · Nguyen · 2019 [cited by applicant]
US 20190033084A1 · Chen et al. · 2019 [cited by applicant]
US 20190047342A1 · Dietrich · 2019 [cited by applicant]
US 20190120640A1 · Ho et al. · 2019 [cited by applicant]
US 20190135426A1 · Bailie · 2019 [cited by applicant]
US 20190146508A1 · Dean et al. · 2019 [cited by applicant]
US 20190221127A1 · Shannon · 2019 [cited by applicant]
US 20190250636A1 · Szubbocsev · 2019 [cited by applicant]
US 20190316849A1 · Abrego et al. · 2019 [cited by applicant]
US 20190340933A1 · Villa · 2019 [cited by applicant]
US 20190340934A1 · Villa et al. · 2019 [cited by applicant]
US 20190340937A1 · Villa · 2019 [cited by applicant]
US 20200103922A1 · Nonami et al. · 2020 [cited by applicant]
US 20200388166A1 · Rostamzadeh et al. · 2020 [cited by applicant]
US 20210061459A1 · Erengil et al. · 2021 [cited by applicant]
EP 0945841A1 · 1999 [cited by applicant]
EP 2620932A1 · 2013 [cited by applicant]
EP 2698749A1 · 2014 [cited by applicant]
EP 3499634A1 · 2019 [cited by applicant]
JP 2010095246A · 2010 [cited by applicant]
JP 2013086795A · 2013 [cited by applicant]
WO WO2016093905 · 2016 [cited by applicant]
WO WO2018023556 · 2018 [cited by applicant]
WO WO2018023556A1 · 2018 [cited by applicant]
WO WO2019089677A1 · 2019 [cited by applicant]
WO WO2019217427 · 2019 [cited by applicant]
WO WO2020251988 · 2020 [cited by applicant]
WO WO2020252024 · 2020 [cited by applicant]
WO WO2020252024A1 · 2020 [cited by applicant]
“U.S. Appl. No. 16/169,726, Final Office Action mailed Aug. 14, 2019”, 9 pages. [cited by applicant]
“U.S. Appl. No. 16/169,726, Non Final Office Action—Prioritized Exam mailed Mar. 25, 2019”, 9 pages. [cited by applicant]
“U.S. Appl. No. 16/169,726, Notice of Allowance mailed Nov. 6, 2019”, 5 pages. [cited by applicant]
“U.S. Appl. No. 16/169,726, Response filed Jun. 24, 2019 to Non-Final Office Action—Prioritized Exam mailed Mar. 25, 2019”, 18 pages. [cited by applicant]
“U.S. Appl. No. 16/169,726, Response filed Oct. 23, 2019 to Final Office Action mailed Aug. 14, 2019”, 10 pages. [cited by applicant]
“U.S. Appl. No. 16/405,493, Preliminary Amendment filed Apr. 23, 2020”, 7 pages. [cited by applicant]
“U.S. Appl. No. 16/405,493, Response filed Sep. 14, 2021 to Non Final Office Action mailed Jun. 14, 2021”, 8 pages. [cited by applicant]
“U.S. Appl. No. 16/437,745, Final Office Action mailed Jun. 10, 2021”, 12 pages. [cited by applicant]
“U.S. Appl. No. 16/437,745, Non Final Office Action mailed Mar. 4, 2021”, 16 pages. [cited by applicant]
“U.S. Appl. No. 16/437,745, Notice of Allowance mailed Sep. 23, 2021”, 8 pages. [cited by applicant]
“U.S. Appl. No. 16/437,745, Response filed Jun. 2, 2021 to Non Final Office Action mailed Mar. 4, 2021”, 10 pages. [cited by applicant]
“U.S. Appl. No. 16/437,745, Response filed Sep. 9, 2021 to Final Office Action mailed Jun. 10, 2021”, 12 pages. [cited by applicant]
“Application Serial No. PCT US2020 036953, Written Opinion of the International Preliminary Examining Authority mailed May 4, 2021”, 4 pages. [cited by applicant]
“European Application Serial No. 19726243.9, Communication Pursuant to Article 94(3) EPC mailed Dec. 17, 2021”, 6 pages. [cited by applicant]
“European Application Serial No. 19726243.9, Response to Communication Pursuant to Rules 161 and 162 filed Jun. 25, 2021”, 13 pages. [cited by applicant]
“International Application Serial No. PCT US2019 031124, International Preliminary Report on Patentability mailed Nov. 19, 2020”, 9 pages. [cited by applicant]
“International Application Serial No. PCT US2019 031124, International Search Report mailed Jul. 19, 2019”, 5 pages. [cited by applicant]
“International Application Serial No. PCT US2019 031124, Written Opinion mailed Jul. 19, 2019”, 7 pages. [cited by applicant]
“International Application Serial No. PCT US2020 036953, International Search Report mailed Sep. 10, 2020”, 5 pages. [cited by applicant]
“International Application Serial No. PCT US2020 036953, Written Opinion mailed Sep. 10, 2020”, 6 pages. [cited by applicant]
“International Application Serial No. PCT US2020 037002, International Search Report mailed Sep. 24, 2020”, 4 pages. [cited by applicant]
“International Application Serial No. PCT US2020 037002, Written Opinion mailed Sep. 24, 2020”, 7 pages. [cited by applicant]
“International Application Serial No. PCT US2020 036953, International Preliminary Report on Patentability mailed Sep. 10, 2021”, 8 pages. [cited by applicant]
“International Application Serial No. PCT US2020 037002, International Preliminary Report on Patentability mailed Dec. 14, 2021”, 8 pages. [cited by applicant]
U.S. Appl. No. 16/169,726, filed Oct. 24, 2018, 32 pages. [cited by applicant]
Bennaceur et al., “Passenger-centric urban air mobility: Fairness trade-offs and operational efficiency”, Transportation Research Part C: Emerging Technologies, 2022, 29 pages. [cited by applicant]
De Jong, “Optimizing cost effectiveness and flexibility of air taxis”, Haarlem, 2007, 62 pages. [cited by applicant]
Downing et al., “Noise Simulation Modeling for Airport Noise Analysis Noise Simulation Modeling for Airport 6 Noise Analysis”, The 33rd International Congress and Exposition on Noise Control Engineering, 2004, 9 pages. [cited by applicant]
Drupka et al., “An airspace model applicable for automatic flight route planning inside free route airspace”, Scientific Letters of Rzeszow University of Technology—Mechanics, 2018, pp. 5-18. [cited by applicant]
Givargis et al., “A basic neural traffic noise prediction model for Tehran's roads”, Journal of Environmental Management, Elsevier, Amsterdam, NL, vol. 91, No. 12, 2010, pp. 2529-2534. [cited by applicant]
Jang et al., “Concepts of airspace structures and system analysis for uas traffic flows for urban areas”, AIM InformationSystems—AIM Infotech@ Aerospace, 0449, 2017, 16 pages. [cited by applicant]
Jong, “Optimizing cost effectiveness and flexibility of air taxis: A case study for optimization of air taxi operations”, University of Twente, Master's thesis, 2007, 62 pages. [cited by applicant]
Miao et al., “Data-driven robust taxi dispatch under demand uncertainties”, IEEE Transactions on Control Systems Technology 27, No. 1, 2017, 16 pages. [cited by applicant]
Miao et al., “Taxi dispatch with real-time sensing data in metropolitan areas: A receding horizon control approach”, In Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015, 15 page… [cited by applicant]
Peterson, “Fast Forwarding to a World of On-Demand Air Transportation”, Smart Urban Transportation Forum, 2017, 44 pages. [cited by applicant]
Peterson, “Fast Forwarding to a World of On-Demand Air Transportation Part 2 of 2”, Smart Urban Transportation Forum, 2017, 23 pages. [cited by applicant]
Uber, “Fast-Forwarding to a Future of On-Demand Urban Air Transportation”, Uber Elevate, 2016, 98 pages. [cited by applicant]
Van Der Zwan et al, “Development of an Aircraft Routing System for an Air Taxi Operator”, 2016, 24 pages. [cited by applicant]
Yang et al., “Airport noise simulation using neural networks”, Neural Networks, 2008. IJCNN 2008. {IEEE World Congress on Computational Intelligence). IEEE International Joint Conference On, IEEE, 2008, pp. 1917-1923. [cited by applicant]