diff --git a/releasenotes/notes/remove-rdp_console-34e11f58d525905a.yaml b/releasenotes/notes/remove-rdp_console-34e11f58d525905a.yaml
new file mode 100644
index 0000000..4f03150
--- /dev/null
+++ b/releasenotes/notes/remove-rdp_console-34e11f58d525905a.yaml
@@ -0,0 +1,5 @@
+---
+upgrade:
+  - |
+    The deprecated ``[compute-feature-enabled] rdp_console`` config option has
+    been removed.
diff --git a/releasenotes/notes/remove-vnc-server-header-1a9731ba10242603.yaml b/releasenotes/notes/remove-vnc-server-header-1a9731ba10242603.yaml
new file mode 100644
index 0000000..cf14513
--- /dev/null
+++ b/releasenotes/notes/remove-vnc-server-header-1a9731ba10242603.yaml
@@ -0,0 +1,5 @@
+---
+upgrade:
+  - |
+    The deprecated ``[compute-feature-enabled] vnc_server_header`` option has
+    been removed.
diff --git a/tempest/config.py b/tempest/config.py
index f9da976..1a08d6b 100644
--- a/tempest/config.py
+++ b/tempest/config.py
@@ -511,15 +511,6 @@
                 default=False,
                 help='Enable VNC console. This configuration value should '
                      'be same as nova.conf: vnc.enabled'),
-    cfg.StrOpt('vnc_server_header',
-               default='WebSockify',
-               help='Expected VNC server name (WebSockify, nginx, etc) '
-                    'in response header.',
-               deprecated_for_removal=True,
-               deprecated_reason='This option will be ignored because the '
-                                 'usage of different response header fields '
-                                 'to accomplish the same goal (in accordance '
-                                 'with RFC7231 S6.2.2) makes it obsolete.'),
     cfg.BoolOpt('spice_console',
                 default=False,
                 help='Enable Spice console. This configuration value should '
@@ -528,14 +519,6 @@
                 deprecated_reason="This config option is not being used "
                                   "in Tempest, we can add it back when "
                                   "adding the test cases."),
-    cfg.BoolOpt('rdp_console',
-                default=False,
-                help='Enable RDP console. This configuration value should '
-                     'be same as nova.conf: rdp.enabled',
-                deprecated_for_removal=True,
-                deprecated_reason="This config option is not being used "
-                                  "in Tempest, we can add it back when "
-                                  "adding the test cases."),
     cfg.BoolOpt('serial_console',
                 default=False,
                 help='Enable serial console. This configuration value '
@@ -890,10 +873,11 @@
                 help='Enable/disable security group rules.'),
     cfg.StrOpt('connect_method',
                default='floating',
-               choices=['fixed', 'floating'],
-               help='Default IP type used for validation: '
-                    '-fixed: uses the first IP belonging to the fixed network '
-                    '-floating: creates and uses a floating IP'),
+               choices=[('fixed',
+                         'uses the first IP belonging to the fixed network'),
+                        ('floating',
+                         'creates and uses a floating IP')],
+               help='Default IP type used for validation'),
     cfg.StrOpt('auth_method',
                default='keypair',
                choices=['keypair'],