{"id":234,"date":"2023-08-04T16:26:08","date_gmt":"2023-08-04T16:26:08","guid":{"rendered":"https:\/\/www.deepsig.ai\/?page_id=234"},"modified":"2024-04-25T20:01:19","modified_gmt":"2024-04-26T00:01:19","slug":"ai-native-communications","status":"publish","type":"page","link":"https:\/\/www.deepsig.ai\/ai-native-communications\/","title":{"rendered":"AI-Native Communications"},"content":{"rendered":"[vc_row type=”full_width_content” full_screen_row_position=”middle” column_margin=”default” equal_height=”yes” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” bg_color=”#000000″ bg_image=”1162″ bg_image_phone=”1162″ bg_position=”center center” background_image_loading=”default” bg_repeat=”no-repeat” scene_position=”center” text_color=”light” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”hidden” enable_gradient=”true” color_overlay=”#000000″ advanced_gradient_angle=”15″ overlay_strength=”0.8″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”clip-path” clip_path_animation_type=”default” clip_path_animation_applies=”row” clip_path_start_top_desktop=”0″ clip_path_start_bottom_desktop=”0″ clip_path_start_left_desktop=”0″ clip_path_start_right_desktop=”0″ clip_path_end_bottom_desktop=”0″ clip_path_end_top_phone=”50px” clip_path_end_bottom_phone=”24px” clip_path_end_left_phone=”24px” clip_path_end_right_phone=”24px” clip_path_start_roundness=”0″ clip_path_animation_addon=”fade” video_mute=”true” shape_type=”straight_section” gradient_type=”default” bg_image_animation_delay=”100″][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”0px” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”static” advanced_gradient_angle=”0″ gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”parallax” animation_movement_type=”default” column_parallax_intensity=”-4″ persist_movement_on_mobile=”true” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” gradient_type=”default” column_padding_type=”default”][vc_row_inner equal_height=”yes” content_placement=”middle” column_margin=”custom” column_margin_custom=”6vw” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” top_padding=”7%” constrain_group_1=”yes” bottom_padding=”7%” left_padding_desktop=”10%” constrain_group_2=”yes” right_padding_desktop=”10%” top_padding_tablet=”20%” top_padding_phone=”25%” left_padding_phone=”14%” constrain_group_6=”yes” right_padding_phone=”14%” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner left_padding_tablet=”10%” constrain_group_103=”yes” right_padding_tablet=”10%” left_padding_phone=”0″ right_padding_phone=”0″ column_element_direction_desktop=”default” column_element_spacing=”5px” desktop_text_alignment=”default” tablet_text_alignment=”center” phone_text_alignment=”center” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” advanced_gradient_angle=”0″ gradient_direction=”left_to_right” overlay_strength=”1″ width=”3\/5″ tablet_width_inherit=”default” animation_type=”default” enable_animation=”true” animation=”slight-fade-in-from-bottom” animation_easing=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_color=”rgba(255,255,255,0.22)” column_border_style=”solid” gradient_type=”default” column_padding_type=”advanced” delay=”400″][nectar_highlighted_text color_type=”regular” text_color=”#ffffff” style=”regular_underline” highlight_expansion=”default” underline_thickness=”default” custom_font_size=”6vw”]\n

AI-Native Communications<\/span><\/em><\/h1>\n[\/nectar_highlighted_text][divider line_type=”No Line” custom_height=”50″ custom_height_tablet=”30″][\/vc_column_inner][vc_column_inner left_padding_tablet=”20%” constrain_group_103=”yes” right_padding_tablet=”20%” left_padding_phone=”8%” constrain_group_105=”yes” right_padding_phone=”8%” top_margin_tablet=”40″ column_element_direction_desktop=”default” column_element_spacing=”10px” desktop_text_alignment=”default” tablet_text_alignment=”center” phone_text_alignment=”center” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”2\/5″ tablet_width_inherit=”default” animation_type=”default” enable_animation=”true” animation=”slight-fade-in-from-bottom” animation_easing=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”advanced” gradient_type=”default” delay=”500″][divider line_type=”No Line” custom_height=”30″][divider line_type=”No Line” custom_height=”30″][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=”full_width_content” full_screen_row_position=”middle” column_margin=”none” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” bg_color=”#000000″ bg_image=”315″ bg_position=”left top” background_image_loading=”default” bg_repeat=”no-repeat” scene_position=”center” top_padding=”3%” constrain_group_1=”yes” bottom_padding=”3%” left_padding_desktop=”6%” constrain_group_2=”yes” right_padding_desktop=”6%” top_padding_tablet=”10%” bottom_padding_tablet=”20%” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” id=”values” color_overlay=”#ffffff” advanced_gradient_angle=”0″ overlay_strength=”0.8″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” shape_type=”” gradient_type=”default”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default” offset=”vc_col-xs-12″][vc_row_inner equal_height=”yes” content_placement=”middle” column_margin=”none” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”column_reverse” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”padding-5-percent” column_padding_tablet=”inherit” column_padding_phone=”no-extra-padding” column_padding_position=”right” column_element_direction_desktop=”default” column_element_spacing=”10px” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” advanced_gradient_angle=”0″ gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”2\/3″ tablet_width_inherit=”default” animation_type=”default” enable_animation=”true” animation=”fade-in-from-bottom” animation_easing=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” gradient_type=”default” offset=”vc_col-xs-10″ column_padding_type=”default”][split_line_heading animation_type=”line-reveal-by-space” font_style=”h2″ text_color=”#000000″ line_reveal_by_space_text_effect=”letter-reveal-bottom” stagger_animation=”true” content_alignment=”default” mobile_content_alignment=”inherit” link_target=”_self” text_content=”Challenge” font_size_tablet=”8vw” font_size_phone=”10vw”][\/split_line_heading][vc_column_text]\n
5G relies on receiver algorithms using reference and data signals to accurately recover transmitted information after wireless transmission. However, this process may be disrupted by interference, environmental noise, and other link issues that degrade the channel estimation and equalization process.\u00a0 This can lead to reduced performance, capacity, and spectral efficiency.<\/span><\/h5>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”padding-2-percent” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” advanced_gradient_angle=”0″ gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/3″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” gradient_type=”default” offset=”vc_col-xs-12″ column_padding_type=”default”][fancy_box box_style=”hover_desc” icon_family=”custom” custom_icon_image=”611″ image_url=”733″ link_new_tab=”true” hover_color=”accent-color” hover_desc_color_opacity=”0.9″ hover_desc_hover_overlay_opacity=”0.9″ icon_position=”bottom” box_alignment=”center” hover_desc_bg_animation=”long_zoom” border_radius=”5px” image_loading=”default” min_height=”400″ hover_content=”OmniPHY-5G vRAN neural network upper PHY, DeepSig\u2019s high performance drop-in replacement for FlexRAN\u2122\u2019s standard upper PHY.” icon_size=”88″ link_url=”https:\/\/www.deepsig.ai\/omniphy-5g\/”]\n

OmniPHY-5G<\/span><\/h2>\n

Learn More<\/a><\/p>\n[\/fancy_box][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=”full_width_background” full_screen_row_position=”middle” column_margin=”default” equal_height=”yes” content_placement=”middle” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” bg_color=”rgba(20,182,188,0.5)” scene_position=”center” top_padding=”1%” constrain_group_1=”yes” bottom_padding=”1%” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” color_overlay=”#ffffff” overlay_strength=”0.8″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” parallax_bg=”true” parallax_bg_speed=”fast” shape_type=”” gradient_type=”default”][vc_column column_padding=”padding-1-percent” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default”][vc_column_text]\n

Overcome Next-Gen Challenges<\/span><\/h2>\n[\/vc_column_text][divider line_type=”Small Line” line_alignment=”default” line_thickness=”4″ divider_color=”extra-color-gradient-2″][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” top_padding=”2%” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” enable_animation=”true” animation=”fade-in” animation_easing=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][nectar_icon_list color=”Accent-Color” direction=”horizontal” columns=”2″ icon_size=”medium” icon_style=”no-border”][nectar_icon_list_item icon_type=”icon” icon_family=”iconsmind” text_full_html=”html” title=”List Item” id=”1695140984329-6″ tab_id=”1695140984329-1″ icon_iconsmind=”iconsmind-Environmental”]\n

Move from a high energy usage<\/u> to reduced carbon footprint<\/strong>.<\/h4>\n[\/nectar_icon_list_item][nectar_icon_list_item icon_type=”icon” icon_family=”iconsmind” text_full_html=”html” title=”List Item” id=”1695140984337-10″ tab_id=”1695140984337-3″ icon_iconsmind=”iconsmind-Up”]\n

Expand from low<\/u> to high throughput rates<\/strong>, and meet user expectations for interactive video, fast streaming, and rapid downloads.<\/h4>\n[\/nectar_icon_list_item][nectar_icon_list_item icon_type=”icon” icon_family=”iconsmind” text_full_html=”html” title=”List Item” id=”1695140984337-10″ tab_id=”1695140984337-3″ icon_iconsmind=”iconsmind-Communication-Tower”]\n

Go from low<\/u> to high performance 5G RAN<\/strong> with DeepSig\u2019s drop-in replacement for FlexRAN\u2122\u2019s standard upper PHY.<\/h4>\n[\/nectar_icon_list_item][nectar_icon_list_item icon_type=”icon” icon_family=”iconsmind” text_full_html=”html” title=”List Item” id=”1695140984337-10″ tab_id=”1695140984337-3″ icon_iconsmind=”iconsmind-Line-Chart2″]\n

Shift from an inefficient spectrum<\/u> to a higher spectral efficiency and increased capacity for OpenRAN<\/strong>.<\/h4>\n[\/nectar_icon_list_item][\/nectar_icon_list][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=”full_width_background” full_screen_row_position=”middle” column_margin=”default” equal_height=”yes” content_placement=”middle” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” top_padding=”1%” constrain_group_1=”yes” bottom_padding=”1%” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” color_overlay=”#ffffff” overlay_strength=”0.8″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” parallax_bg=”true” parallax_bg_speed=”fast” shape_type=”” gradient_type=”default”][vc_column column_padding=”padding-1-percent” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default”][vc_column_text]\n

How we solve your challenges<\/span><\/h2>\n

<\/h2>\n[\/vc_column_text][divider line_type=”Small Line” line_alignment=”default” line_thickness=”4″ divider_color=”extra-color-gradient-2″][divider line_type=”No Line” custom_height=”30px” custom_height_phone=”5px”][nectar_icon_list color=”Accent-Color” direction=”horizontal” columns=”2″ icon_size=”medium” icon_style=”no-border”][nectar_icon_list_item icon_type=”icon” text_full_html=”html” title=”List Item” id=”1695140984329-6″ tab_id=”1695140984329-1″ icon_fontawesome=”fa fa-check”]\n

Improved Channel Estimation and Equalization<\/strong><\/h3>\n
Improve the user experience by upgrading FlexRAN with a neural network upper PHY trained on a wide range of signals and link conditions leading to higher throughput and fewer errors.<\/span><\/h5>\n[\/nectar_icon_list_item][nectar_icon_list_item icon_type=”icon” text_full_html=”html” title=”List Item” id=”1695140984337-10″ tab_id=”1695140984337-3″ icon_fontawesome=”fa fa-check”]\n

Improved User Experience<\/strong><\/h3>\n
Improve the user experience by upgrading FlexRAN\u2019s native upper PHY with a neural network upper PHY trained on a wide range of signals and link conditions to offer superior channel estimation and equalization to provide a higher throughput, fewer errors and more.<\/span><\/h5>\n[\/nectar_icon_list_item][\/nectar_icon_list][divider line_type=”Full Width Line” line_thickness=”3″ divider_color=”extra-color-gradient-2″][\/vc_column][\/vc_row][vc_row type=”full_width_background” full_screen_row_position=”middle” column_margin=”default” equal_height=”yes” content_placement=”middle” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” bg_color=”#ffffff” bg_image=”315″ bg_position=”left top” background_image_loading=”default” bg_repeat=”no-repeat” scene_position=”center” top_padding=”1%” constrain_group_1=”yes” bottom_padding=”1%” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” color_overlay=”#ffffff” overlay_strength=”0.8″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” parallax_bg=”true” parallax_bg_speed=”fast” shape_type=”” gradient_type=”default”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” enable_animation=”true” animation=”fade-in” animation_easing=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][split_line_heading animation_type=”line-reveal-by-space” font_style=”h2″ text_color=”#000000″ line_reveal_by_space_text_effect=”default” content_alignment=”default” mobile_content_alignment=”inherit” link_target=”_self” text_content=”Resources”][\/split_line_heading][vc_column_text][\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text]\n

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