Patents by Inventor Zack Zhu
Zack Zhu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
-
Patent number: 11837083Abstract: It is determined whether the number of second probe apparatuses in the vicinity of a first probe apparatus satisfies a volume threshold requirement. Responsive to determining that the volume threshold requirement is satisfied, an instance of individual probe data is generated and provided. Responsive to determining that the volume threshold requirement is not satisfied, it is determined if a first instance of collaborative probe data corresponds to a portion of a trajectory of the first probe apparatus. Responsive to determining that the first instance of collaborative probe data corresponds to the portion of the trajectory, a contribution is added to the first instance of collaborative probe data and the updated first instance of collaborative probe data is provided. Otherwise, a first instance of collaborative probe data is generated that comprises a partial representation of probe data corresponding to the portion of the trajectory of the first probe apparatus.Type: GrantFiled: April 14, 2022Date of Patent: December 5, 2023Assignee: HERE GLOBAL B.V.Inventors: David Jonietz, Tero Keski-Valkama, Elena Mumford, Zack Zhu
-
Patent number: 11634300Abstract: A method for detecting an entry into an elevator car of an elevator system by a passenger uses a mobile device carried by the passenger. The mobile device has at least one, but in particular a plurality of sensors, with which the mobile device detects and evaluates measured values. An entry into the elevator car is then detected on the basis of comparing the measured values with at least one stored signal pattern.Type: GrantFiled: September 4, 2017Date of Patent: April 25, 2023Assignee: INVENTIO AGInventors: Christian Studer, Martin Kusserow, Reto Tschuppert, Zack Zhu
-
Patent number: 11524869Abstract: A method for monitoring an elevator system utilizes a mobile terminal device having at least one sensor to collect measurement values in an elevator car. The mobile terminal device is carried by a passenger of the elevator system. The collected measurement values are transmitted by the mobile terminal device to a central evaluation unit where they are evaluated. The mobile terminal device activates a measurement mode when it detects that it is located in a region of a shaft door of the elevator system.Type: GrantFiled: September 4, 2017Date of Patent: December 13, 2022Assignee: INVENTIO AGInventors: Christian Studer, Martin Kusserow, Reto Tschuppert, Zack Zhu
-
Patent number: 11524876Abstract: An elevator door arrangement is monitored wherein the elevator door arrangement includes at least one door wing and an electric actuator for displacing the door wing in at least one of an opening direction and a closing direction during a door motion event. A method for performing the monitoring includes a learning phase and an application phase. During the learning phase, different types of door motion events are identified and for each type of event a reference motion event duration is determined. During the application phase, a door arrangement operation is observed such as to detect door motion events and the different types of door motion events are distinguished upon comparison of the reference motion event durations with actual motion event durations measured during the application phase. Using the method, door motion events in an elevator may be recognized and monitored in an automatic manner.Type: GrantFiled: July 24, 2018Date of Patent: December 13, 2022Assignee: INVENTIO AGInventors: Martin Kusserow, Zack Zhu, Jose Alberto Mancera Andrade
-
Patent number: 11479442Abstract: A method and a device for monitoring characteristics of an elevator door motion procedure use a smart mobile device including multiple sensors. The method includes: (i) determining a time window, within which a door motion is assumed to occur, including a time interval enclosed by a start time limit and an end time limit and wherein at least one of the start time limit and the end time limit is determined based on first measurement values acquired by a first sensor in the smart mobile device; and (ii) detecting characteristics of the procedure based on second measurement values acquired during the time window by a second sensor in the smart mobile device. Using the method, door motion characteristics can be reliably monitored using a passenger's smart mobile phone while substantially limiting sensing and processing capacities required by the smart mobile phone as well as avoiding compromising passenger privacy requirements.Type: GrantFiled: April 10, 2019Date of Patent: October 25, 2022Assignee: INVENTIO AGInventors: Alberto Chiappa, Martin Kusserow, Zack Zhu
-
Publication number: 20220238013Abstract: It is determined whether the number of second probe apparatuses in the vicinity of a first probe apparatus satisfies a volume threshold requirement. Responsive to determining that the volume threshold requirement is satisfied, an instance of individual probe data is generated and provided. Responsive to determining that the volume threshold requirement is not satisfied, it is determined if a first instance of collaborative probe data corresponds to a portion of a trajectory of the first probe apparatus. Responsive to determining that the first instance of collaborative probe data corresponds to the portion of the trajectory, a contribution is added to the first instance of collaborative probe data and the updated first instance of collaborative probe data is provided. Otherwise, a first instance of collaborative probe data is generated that comprises a partial representation of probe data corresponding to the portion of the trajectory of the first probe apparatus.Type: ApplicationFiled: April 14, 2022Publication date: July 28, 2022Inventors: David Jonietz, Tero Keski-Valkama, Elena Mumford, Zack Zhu
-
Patent number: 11397818Abstract: A method, apparatus and computer program product are provided to determine a semantic privacy index that quantifies the risk associated with re-identification of a trajectory following anonymization of the trajectory. In the context of a method, information regarding a trajectory is received. After the trajectory has been map matched to a portion of a road network, the method associates contextual information comprising one or more map features with the trajectory. The method also provides the information regarding the trajectory and the contextual information comprising the one or more map features to a risk estimation model in order to generate the semantic privacy index.Type: GrantFiled: December 13, 2019Date of Patent: July 26, 2022Assignee: HERE GLOBAL B.V.Inventors: Raghavendran Balu, Stefano Bennati, Aleksandra Kovacevic, Arash Ostadzadeh, Kai Pöthkow, Elena Mumford, Elena Vidyakina, Zack Zhu
-
Patent number: 11365096Abstract: The present application relates to a continuously conveying passenger transport system which can be walked on and is designed as an escalator or moving walkway and a mobile device charging device for wirelessly electrically charging at least one mobile device during a passenger transport.Type: GrantFiled: August 29, 2018Date of Patent: June 21, 2022Assignee: INVENTIO AGInventors: Martin Kusserow, Zack Zhu, Thomas Novacek
-
Patent number: 11335187Abstract: It is determined whether the number of second probe apparatuses in the vicinity of a first probe apparatus satisfies a volume threshold requirement. Responsive to determining that the volume threshold requirement is satisfied, an instance of individual probe data is generated and provided. Responsive to determining that the volume threshold requirement is not satisfied, it is determined if a first instance of collaborative probe data corresponds to a portion of a trajectory of the first probe apparatus. Responsive to determining that the first instance of collaborative probe data corresponds to the portion of the trajectory, a contribution is added to the first instance of collaborative probe data and the updated first instance of collaborative probe data is provided. Otherwise, a first instance of collaborative probe data is generated that comprises a partial representation of probe data corresponding to the portion of the trajectory of the first probe apparatus.Type: GrantFiled: June 20, 2019Date of Patent: May 17, 2022Assignee: HERE Global B.V.Inventors: David Jonietz, Tero Keski-Valkama, Elena Mumford, Zack Zhu
-
Publication number: 20210371233Abstract: A method for determining a mapping of a number of floors to be served by an elevator includes the steps of: (a) determining, during a multiplicity of trips of an elevator car of the elevator, a trip-dependent physical parameter value which unambiguously depends on at least one of a trip duration and a trip distance; and (b) clustering the determined trip-dependent physical parameter values to clusters to define each of the floors in the mapping. In a training phase, the method automatically determines the number of floors served and then, in an operation phase, classifies each of the observed trips and finally detects and tracks a current position of the elevator car. An elevator monitoring device implementing such method may be retrofitted into existing elevators for e.g. remotely monitoring the elevator operation and does not necessarily require any data transfer between components of the elevator and the elevator monitoring device.Type: ApplicationFiled: January 11, 2019Publication date: December 2, 2021Inventors: Martin Kusserow, Michael Guarisco, Zack Zhu
-
Publication number: 20210238010Abstract: An elevator controller detects a malfunction such as elevator blockage in an observed elevator utilizing a method including: acquiring first data during an application phase, the first data correlating with at least one condition in the observed elevator; acquiring further data during the application phase, the further data correlating with the at least one condition in other elevators; determining a current relative behavior of the observed elevator during the application phase based on a comparison of the first data with the further data; and detecting the malfunction in the observed elevator based on an analysis of the current relative behavior. The normal relative behavior information of the observed elevator, learned in a machine learning procedure during a preceding learning phase, is taken into account upon analyzing the current relative behavior of the observed elevator. The method enables automatically detecting malfunctions in an elevator while reducing a probability of false alarms.Type: ApplicationFiled: June 13, 2019Publication date: August 5, 2021Inventors: Martin Kusserow, Zack Zhu
-
Publication number: 20210182402Abstract: A method, apparatus and computer program product are provided to determine a semantic privacy index that quantifies the risk associated with re-identification of a trajectory following anonymization of the trajectory. In the context of a method, information regarding a trajectory is received. After the trajectory has been map matched to a portion of a road network, the method associates contextual information comprising one or more map features with the trajectory. The method also provides the information regarding the trajectory and the contextual information comprising the one or more map features to a risk estimation model in order to generate the semantic privacy index.Type: ApplicationFiled: December 13, 2019Publication date: June 17, 2021Applicant: HERE GLOBAL B.V.Inventors: Raghavendran BALU, Stefano BENNATI, Aleksandra KOVACEVIC, Arash OSTADZADEH, Kai PÖTHKOW, Elena MUMFORD, Elena VIDYAKINA, Zack ZHU
-
Publication number: 20210032078Abstract: A method and a device for monitoring characteristics of an elevator door motion procedure use a smart mobile device including multiple sensors. The method includes: (i) determining a time window, within which a door motion is assumed to occur, including a time interval enclosed by a start time limit and an end time limit and wherein at least one of the start time limit and the end time limit is determined based on first measurement values acquired by a first sensor in the smart mobile device; and (ii) detecting characteristics of the procedure based on second measurement values acquired during the time window by a second sensor in the smart mobile device. Using the method, door motion characteristics can be reliably monitored using a passenger's smart mobile phone while substantially limiting sensing and processing capacities required by the smart mobile phone as well as avoiding compromising passenger privacy requirements.Type: ApplicationFiled: April 10, 2019Publication date: February 4, 2021Inventors: Alberto Chiappa, Martin Kusserow, Zack Zhu
-
Publication number: 20200402393Abstract: It is determined whether the number of second probe apparatuses in the vicinity of a first probe apparatus satisfies a volume threshold requirement. Responsive to determining that the volume threshold requirement is satisfied, an instance of individual probe data is generated and provided. Responsive to determining that the volume threshold requirement is not satisfied, it is determined if a first instance of collaborative probe data corresponds to a portion of a trajectory of the first probe apparatus. Responsive to determining that the first instance of collaborative probe data corresponds to the portion of the trajectory, a contribution is added to the first instance of collaborative probe data and the updated first instance of collaborative probe data is provided. Otherwise, a first instance of collaborative probe data is generated that comprises a partial representation of probe data corresponding to the portion of the trajectory of the first probe apparatus.Type: ApplicationFiled: June 20, 2019Publication date: December 24, 2020Inventors: David Jonietz, Tero Keski-Valkama, Elena Mumford, Zack Zhu
-
Publication number: 20200270101Abstract: The present application relates to a continuously conveying passenger transport system which can be walked on and is designed as an escalator or moving walkway and a mobile device charging device for wirelessly electrically charging at least one mobile device during a passenger transport.Type: ApplicationFiled: August 29, 2018Publication date: August 27, 2020Inventors: Martin Kusserow, Zack Zhu, Thomas Novacek
-
Publication number: 20200198933Abstract: An elevator door arrangement is monitored wherein the elevator door arrangement includes at least one door wing and an electric actuator for displacing the door wing in at least one of an opening direction and a closing direction during a door motion event. A method for performing the monitoring includes a learning phase and an application phase. During the learning phase, different types of door motion events are identified and for each type of event a reference motion event duration is determined. During the application phase, a door arrangement operation is observed such as to detect door motion events and the different types of door motion events are distinguished upon comparison of the reference motion event durations with actual motion event durations measured during the application phase. Using the method, door motion events in an elevator may be recognized and monitored in an automatic manner.Type: ApplicationFiled: July 24, 2018Publication date: June 25, 2020Inventors: Martin Kusserow, Zack Zhu, Jose Alberto Mancera Andrade
-
Publication number: 20200109030Abstract: A holder structure fixed to an elevator car of an elevator is configured to hold a passenger's smart mobile device. The mobile device includes sensors, and the holder structure releasably mechanically couples the mobile device to the elevator car. A method for monitoring an operation of the elevator includes providing the mobile device with a specific application software controlling the mobile device to execute the following monitoring procedure: repeatedly supervising measurement values of at least one of the sensors; upon occurrence of a specific parameter pattern in the measurement values, starting a measurement acquisition procedure during which measurement values are sensed by at least one of the sensors and the sensed measurement values are transmitted to an evaluation unit for further evaluation. The specific parameter pattern specifically results upon the mobile device being held in at least one of a predefined position and a predefined orientation in the elevator car.Type: ApplicationFiled: June 19, 2018Publication date: April 9, 2020Inventors: Zack Zhu, Martin Kusserow, Andrew Paice, Heinz Widmer, Raphael Zimmermann
-
Publication number: 20190193992Abstract: A method for monitoring an elevator system utilizes a mobile terminal device having at least one sensor to collect measurement values in an elevator car. The mobile terminal device is carried by a passenger of the elevator system. The collected measurement values are transmitted by the mobile terminal device to a central evaluation unit where they are evaluated. The mobile terminal device activates a measurement mode when it detects that it is located in a region of a shaft door of the elevator system.Type: ApplicationFiled: September 4, 2017Publication date: June 27, 2019Inventors: Christian Studer, Martin Kusserow, Reto Tschuppert, Zack Zhu
-
Publication number: 20190193986Abstract: A method for detecting an entry into an elevator car of an elevator system by a passenger uses a mobile device carried by the passenger. The mobile device has at least one, but in particular a plurality of sensors, with which the mobile device detects and evaluates measured values. An entry into the elevator car is then detected on the basis of comparing the measured values with at least one stored signal pattern.Type: ApplicationFiled: September 4, 2017Publication date: June 27, 2019Inventors: Christian Studer, Martin Kusserow, Reto Tschuppert, Zack Zhu