Pen state detection circuit and method, and input system

1. A pen state detection circuit for detecting a state of an electronic pen based on a signal distribution detected by a touch sensor including a plurality of sensor electrodes arranged in a plane shape, the electronic pen including at least one electrode, the pen state detection circuit comprising:

a processor; and

a memory storing instructions which, when executed by the processor, cause the pen state detection circuit to:

acquire, from the touch sensor, a first signal distribution along a first direction on the touch sensor and a second signal distribution along a second direction intersecting the first direction, each of the first signal distribution and the second signal distribution being a one-dimensional signal distribution indicating a change in capacitance with approach of the electrode,

generate a two-dimensional signal distribution by synthesizing the first signal distribution and second signal distribution, or generates a two-dimensional feature distribution by synthesizing a first feature distribution relating to a shape of the first signal distribution and a second feature distribution relating to a shape of the second signal distribution, and

estimate, using an input and output model, a position indicated by the electronic pen or a posture of the electronic pen from the two-dimensional signal distribution or two-dimensional feature distribution.

2. The pen state detection circuit according to claim 1 , wherein, in the synthesizing, the pen state detection circuit generates the two-dimensional signal distribution by multiplying a first corresponding value corresponding to a position in the first direction in the first signal distribution by a second corresponding value corresponding to a position in the second direction in the second signal distribution, or generates the two-dimensional feature distribution by multiplying a first corresponding value corresponding to a position in the first direction in the first feature distribution by a second corresponding value corresponding to a position in the second direction in the second feature distribution.

3. The pen state detection circuit according to claim 1 , wherein the input and output model is a machine learning model including a convolutional neural network which, in operation, receives, as an input, the two-dimensional signal distribution or the two-dimensional feature distribution and outputs coordinate values indicating the position indicated by the electronic pen.

4. The pen state detection circuit according to claim 1 , wherein the input and output model is a machine learning model including a convolutional neural network which, in operation, receives, as an input, the two-dimensional signal distribution or the two-dimensional feature distribution and outputs at least one of a tilt angle or rotation angle indicating the posture of the electronic pen.

5. The pen state detection circuit according to claim 1 , wherein the input and output model is a machine learning model including:

a convolutional neural network which, in operation, receives, as an input, the two-dimensional signal distribution or the two-dimensional feature distribution and outputs at least one of a tilt angle or rotation angle indicating the posture of the electronic pen,

a first hierarchical neural network which, in operation, receives, as inputs, at least one of the tilt angle or rotation angle output from the convolutional neural network and the first signal distribution or the first feature distribution and outputs a coordinate value in the first direction indicating the position indicated by the electronic pen, and

a second hierarchical neural network which, in operation, receives, as inputs, at least one of the tilt angle or rotation angle output from the convolutional neural network and the second signal distribution or the second feature distribution and outputs a coordinate value in the second direction indicating the position indicated by the electronic pen.

6. The pen state detection circuit according to claim 1 ,

wherein the electronic pen includes a plurality of electrodes, and

the two-dimensional signal distribution or the two-dimensional feature distribution includes image signals with a plurality of color channels corresponding to the electrodes.

7. The pen state detection circuit according to claim 6 , wherein the electronic pen includes at least a tip electrode that is symmetrical about an axis of the electronic pen and is disposed at a distal end of the electronic pen and an upper electrode that is symmetrical about the axis of the electronic pen and is disposed closer to a proximal end of the electronic pen than the tip electrode.

8. A pen state detection method for detecting a state of an electronic pen based on a signal distribution detected by a touch sensor including a plurality of sensor electrodes arranged in a plane shape, the electronic pen including at least one electrode, the pen state detection method being performed by one or more processors, the pen state detection method comprising:

acquiring, from the touch sensor, a first signal distribution along a first direction on the touch sensor and a second signal distribution along a second direction intersecting the first direction, each of the first signal distribution and the second signal distribution being a one-dimensional signal distribution indicating a change in capacitance with approach of the electrode;

generating a two-dimensional signal distribution by synthesizing the first signal distribution and second signal distribution, or generating a two-dimensional feature distribution by synthesizing a first feature distribution relating to a shape of the first signal distribution and a second feature distribution relating to a shape of the second signal distribution; and

estimating, using an input and output model, a position indicated by the electronic pen or a posture of the electronic pen from the two-dimensional signal distribution or two-dimensional feature distribution.

9. An input system, comprising:

an electronic device including a pen state detection circuit which, in operation, detects a state of an electronic pen based on a signal distribution detected by a touch sensor including a plurality of sensor electrodes arranged in a plane shape, the electronic pen including at least one electrode;

an electronic pen used with the electronic device; and

a server device which, in operation, of bi-directionally communicates with the electronic device and stores a model parameter describing an input and output model to be built in the pen state detection circuit,

wherein the electronic device, in operation, requests the server device to transmit the model parameter corresponding to the electronic pen when the electronic pen is detected.